diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..58ce66c8d1c09bba2085766facc3745958a0a162 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip.1 filter=lfs diff=lfs merge=lfs -text diff --git a/AKSHAYRAJAA/README.md b/AKSHAYRAJAA/README.md new file mode 100644 index 0000000000000000000000000000000000000000..674fa419093cd39d9ce3d5d14d59ae09e639b26e --- /dev/null +++ b/AKSHAYRAJAA/README.md @@ -0,0 +1,52 @@ +# Chest X-Ray Report Generator + +> This project is part of a task for the college where I study, so `task-parts` contains files that associated with that task, whishing that I would get the full mark ;). In general the base code doesn't have any special parts except that folder. + +## Installation + +After cloning the repository, install the required packages in a virtual environment. + +Next, download the datasets and checkpoints, as describe below. + +## Dataset + +### IU X-Ray + +1. Download the Chen et al. labels and the chest X-rays in png format for IU X-Ray from: + +``` +https://openi.nlm.nih.gov +``` + +2. Place the files into `dataset` folder, such that their paths are `dataset/reports` and `dataset/images`. + +## Checkpoints + +This approach uses `CheXNet`, and `DenseNet121` as a CNN Encoder model. By default the `CheXNet` pretrained weights are located in `weights` folder. + +## Config + +The model configurations for each task can be found in its `config.py` file. + +## Training and Evaluation + +### Training + +Use the below command to train the model form a saved checkpoint or without a checkpoint. + +```bash +python train.py +``` + +### Evaluation + +The model performance measure is based of the `BLEU` metric. + +> Feel free to change the performance measure metric in the `check_accuracy` method that is located in the `eval.py` file + +Run the following command to calculate `BLEU` score. + +```bash +python eval.py +``` + diff --git a/AKSHAYRAJAA/__pycache__/config.cpython-39.pyc b/AKSHAYRAJAA/__pycache__/config.cpython-39.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f8878d09571c817abcfaad34f9131389c420bce2 Binary files /dev/null and b/AKSHAYRAJAA/__pycache__/config.cpython-39.pyc differ diff --git a/AKSHAYRAJAA/__pycache__/dataset.cpython-39.pyc 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0000000000000000000000000000000000000000..02546c1a044d8bf9dbe12b1a0593b4df6ab8d305 --- /dev/null +++ b/AKSHAYRAJAA/checkpoints.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ed4226fab578a672602a194b066fdeb3b72225c3054b955fcdba2e8b59cb661 +size 65840736 diff --git a/AKSHAYRAJAA/checkpoints/x_ray_model.pth.tar b/AKSHAYRAJAA/checkpoints/x_ray_model.pth.tar new file mode 100644 index 0000000000000000000000000000000000000000..94f0123ec6e3d67f1a4e493bf26ecf557dbbd585 --- /dev/null +++ b/AKSHAYRAJAA/checkpoints/x_ray_model.pth.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aca89cd72ca242bf8e2e8406ccd855fcdd922fe788583eb109af765100b169be +size 65840564 diff --git a/AKSHAYRAJAA/config.py b/AKSHAYRAJAA/config.py new file mode 100644 index 0000000000000000000000000000000000000000..ec1616db478d1e4821d892d1d35bbb9a9748ba0a --- /dev/null +++ b/AKSHAYRAJAA/config.py @@ -0,0 +1,36 @@ +import albumentations as A +import torch + +from albumentations.pytorch import ToTensorV2 + + +CHECKPOINT_FILE = 'd:\\AKSHAYRAJAA\\checkpoints\\x_ray_model.pth.tar' +DATASET_PATH = 'D:\\AKSHAYRAJAA\\dataset\\' +IMAGES_DATASET = 'D:\\AKSHAYRAJAA\\dataset\\images' + +DEVICE = 'cpu' +BATCH_SIZE = 16 +PIN_MEMORY = False +VOCAB_THRESHOLD = 2 + +FEATURES_SIZE = 1024 +EMBED_SIZE = 300 +HIDDEN_SIZE = 256 + +LEARNING_RATE = 4e-5 +EPOCHS = 50 + +LOAD_MODEL = True +SAVE_MODEL = True + +basic_transforms = A.Compose([ + A.Resize( + height=256, + width=256 + ), + A.Normalize( + mean=(0.485, 0.456, 0.406), + std=(0.229, 0.224, 0.225), + ), + ToTensorV2() +]) diff --git a/AKSHAYRAJAA/dataset.py b/AKSHAYRAJAA/dataset.py new file mode 100644 index 0000000000000000000000000000000000000000..e1771864c6739cab27249d90a8052038b3db5d41 --- /dev/null +++ b/AKSHAYRAJAA/dataset.py @@ -0,0 +1,165 @@ +import os +import spacy +import torch +import config +import utils +import numpy as np +import xml.etree.ElementTree as ET + +from PIL import Image +from torch.nn.utils.rnn import pad_sequence +from torch.utils.data import Dataset, DataLoader + + +spacy_eng = spacy.load('en_core_web_sm') + + +class Vocabulary: + def __init__(self, freq_threshold): + self.itos = { + 0: '', + 1: '', + 2: '', + 3: '', + } + self.stoi = { + '': 0, + '': 1, + '': 2, + '': 3, + } + self.freq_threshold = freq_threshold + + @staticmethod + def tokenizer(text): + return [tok.text.lower() for tok in spacy_eng.tokenizer(text)] + + def build_vocabulary(self, sentence_list): + frequencies = {} + idx = 4 + + for sent in sentence_list: + for word in self.tokenizer(sent): + if word not in frequencies: + frequencies[word] = 1 + else: + frequencies[word] += 1 + + if frequencies[word] == self.freq_threshold: + self.stoi[word] = idx + self.itos[idx] = word + + idx += 1 + + def numericalize(self, text): + tokenized_text = self.tokenizer(text) + + return [ + self.stoi[token] if token in self.stoi else self.stoi[''] + for token in tokenized_text + ] + + def __len__(self): + return len(self.itos) + + +class XRayDataset(Dataset): + def __init__(self, root, transform=None, freq_threshold=3, raw_caption=False): + self.root = root + self.transform = transform + self.raw_caption = raw_caption + + self.vocab = Vocabulary(freq_threshold=freq_threshold) + + self.captions = [] + self.imgs = [] + + for file in os.listdir(os.path.join(self.root, 'reports')): + if file.endswith('.xml'): + tree = ET.parse(os.path.join(self.root, 'reports', file)) + + frontal_img = '' + findings = tree.find(".//AbstractText[@Label='FINDINGS']").text + + if findings is None: + continue + + for x in tree.findall('parentImage'): + if frontal_img != '': + break + + img = x.attrib['id'] + img = os.path.join(config.IMAGES_DATASET, f'{img}.png') + + frontal_img = img + + if frontal_img == '': + continue + + self.captions.append(findings) + self.imgs.append(frontal_img) + + + self.vocab.build_vocabulary(self.captions) + + def __getitem__(self, item): + img = self.imgs[item] + caption = utils.normalize_text(self.captions[item]) + + img = np.array(Image.open(img).convert('L')) + img = np.expand_dims(img, axis=-1) + img = img.repeat(3, axis=-1) + + if self.transform is not None: + img = self.transform(image=img)['image'] + + if self.raw_caption: + return img, caption + + numericalized_caption = [self.vocab.stoi['']] + numericalized_caption += self.vocab.numericalize(caption) + numericalized_caption.append(self.vocab.stoi['']) + + return img, torch.as_tensor(numericalized_caption, dtype=torch.long) + + def __len__(self): + return len(self.captions) + + def get_caption(self, item): + return self.captions[item].split(' ') + + +class CollateDataset: + def __init__(self, pad_idx): + self.pad_idx = pad_idx + + def __call__(self, batch): + images, captions = zip(*batch) + + images = torch.stack(images, 0) + + targets = [item for item in captions] + targets = pad_sequence(targets, batch_first=True, padding_value=self.pad_idx) + + return images, targets + + +if __name__ == '__main__': + all_dataset = XRayDataset( + root=config.DATASET_PATH, + transform=config.basic_transforms, + freq_threshold=config.VOCAB_THRESHOLD, + ) + + train_loader = DataLoader( + dataset=all_dataset, + batch_size=config.BATCH_SIZE, + pin_memory=config.PIN_MEMORY, + drop_last=True, + shuffle=True, + collate_fn=CollateDataset(pad_idx=all_dataset.vocab.stoi['']), + ) + + for img, caption in train_loader: + print(img.shape, caption.shape) + break \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/images/CXR1000_IM-0003-1001.png b/AKSHAYRAJAA/dataset/images/CXR1000_IM-0003-1001.png new file mode 100644 index 0000000000000000000000000000000000000000..bf5a94b54243d265da9c8be7de803bb37e078a6a Binary files /dev/null and b/AKSHAYRAJAA/dataset/images/CXR1000_IM-0003-1001.png differ diff --git a/AKSHAYRAJAA/dataset/images/CXR1000_IM-0003-2001.png b/AKSHAYRAJAA/dataset/images/CXR1000_IM-0003-2001.png new file mode 100644 index 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--- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Positive TB test + + The cardiac silhouette and mediastinum size are within normal limits. There is no pulmonary edema. There is no focal consolidation. There are no XXXX of a pleural effusion. There is no evidence of pneumothorax. + + Normal chest x-XXXX. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1_1_IM-0001-3001.jpg + + + 7 + + + + + + + + + f2p0k1352 + + + f1p0k36 + + + f0p0k969 + + + f4p0k2423 + + + f3p0k305 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1_1_IM-0001-4001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k36 + + + f0p0k184 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/10.xml b/AKSHAYRAJAA/dataset/reports/10.xml new file mode 100644 index 0000000000000000000000000000000000000000..ba6f4232504bad980605b7877823328dc91ca52d --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/10.xml @@ -0,0 +1,213 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest radiographs XXXX. + + XXXX-year-old male, chest pain. + + The cardiomediastinal silhouette is within normal limits for size and contour. The lungs are normally inflated without evidence of focal airspace disease, pleural effusion, or pneumothorax. Stable calcified granuloma within the right upper lung. No acute bone abnormality.. + + No acute cardiopulmonary process. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcified Granuloma/lung/upper lobe/right + + calcified granuloma + + + + + + F1 + + + PA and lateral chest x-XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR10_IM-0002-1001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k36 + + + f0p0k846 + + + f4p0k1142 + + + f3p0k151 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest x-XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR10_IM-0002-2001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/100.xml b/AKSHAYRAJAA/dataset/reports/100.xml new file mode 100644 index 0000000000000000000000000000000000000000..37eda1856b64d284e4b5858dc420b90f417be3c0 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/100.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + + + Both lungs are clear and expanded. Heart and mediastinum normal. + + No active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR100_IM-0002-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k137 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR100_IM-0002-2001.jpg + + + 7 + + + + + + + + + f2p0k1034 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1394 + + + f3p0k132 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1000.xml b/AKSHAYRAJAA/dataset/reports/1000.xml new file mode 100644 index 0000000000000000000000000000000000000000..6eb3270f2c0dfdf4359d1c4dd32ad302c2839908 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1000.xml @@ -0,0 +1,274 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX PA and lateral chest radiographs + + XXXX-year-old male, XXXX. + + There is XXXX increased opacity within the right upper lobe with possible mass and associated area of atelectasis or focal consolidation. The cardiac silhouette is within normal limits. XXXX opacity in the left midlung overlying the posterior left 5th rib may represent focal airspace disease. No pleural effusion or pneumothorax. No acute bone abnormality. + + 1. Increased opacity in the right upper lobe with XXXX associated atelectasis may represent focal consolidation or mass lesion with atelectasis. Recommend chest CT for further evaluation. 2. XXXX opacity overlying the left 5th rib may represent focal airspace disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/lung/upper lobe/right + + Pulmonary Atelectasis/upper lobe/right + + Opacity/lung/lingula + + atelectases + + mass lesion + + opacity + + Atelectasis + + Ribs + + + + + + F1 + + + PA and lateral chest x-XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1000_IM-0003-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k36 + + + f0p0k184 + + + f4p0k1972 + + + f3p0k138 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest x-XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1000_IM-0003-2001.jpg + + + 7 + + + + + + + + + f2p0k1056 + + + f1p0k151 + + + f0p0k518 + + + f4p0k1142 + + + f3p0k238 + + + + + + + + + + + + + + + + F3 + + + PA and lateral chest x-XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1000_IM-0003-3001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k36 + + + f0p0k1051 + + + f4p0k1731 + + + f3p0k238 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1001.xml b/AKSHAYRAJAA/dataset/reports/1001.xml new file mode 100644 index 0000000000000000000000000000000000000000..0d1be21b45ecdc70ef3bd1a5fbce558ff57f8871 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1001.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + dyspnea, subjective fevers, arthritis, immigrant from Bangladesh + + Interstitial markings are diffusely prominent throughout both lungs. Heart size is normal. Pulmonary XXXX normal. + + Diffuse fibrosis. No visible focal acute disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Markings/lung/bilateral/interstitial/diffuse/prominent + + Fibrosis/diffuse + + diffuse fibrosis + + Fibrosis + + Pulmonary Fibrosis + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1001_IM-0004-1001.jpg + + + 7 + + + + + + + + + f2p0k1162 + + + f1p0k98 + + + f0p0k338 + + + f4p0k290 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1001_IM-0004-1002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k109 + + + f0p0k518 + + + f4p0k2423 + + + f3p0k95 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1002.xml b/AKSHAYRAJAA/dataset/reports/1002.xml new file mode 100644 index 0000000000000000000000000000000000000000..f33b774bdc3db9149763bdb14f1075ecd2cd083b --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1002.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + History of chest pain + + + + Status post left mastectomy. Heart size normal. Lungs are clear. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Mastectomy/left + + mastectomies + + Mastectomy + + surgery + + + + + + F1 + + + PA and lateral chest XXXX, XXXX XXXX comparison XXXX XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1002_IM-0004-1001.jpg + + + 7 + + + + + + + + + f2p0k1056 + + + f1p0k36 + + + f0p0k184 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest XXXX, XXXX XXXX comparison XXXX XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1002_IM-0004-2001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k7 + + + f0p0k666 + + + f4p0k1394 + + + f3p0k132 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1003.xml b/AKSHAYRAJAA/dataset/reports/1003.xml new file mode 100644 index 0000000000000000000000000000000000000000..2eaf7602d7e982e68ca1637ec0a6ae5b0bc53487 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1003.xml @@ -0,0 +1,186 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + Acute bronchitis. + + Heart size and pulmonary vascularity appear within normal limits. Retrocardiac soft tissue density is present. There appears to be air within this which could suggest that this represents a hiatal hernia. Vascular calcification is noted. Calcified granuloma is seen. There has been interval development of bandlike opacity in the left lung base. This may represent atelectasis. No pneumothorax or pleural effusion is seen. Osteopenia is present in the spine. + + 1. Retrocardiac soft tissue density. The appearance suggests hiatal hernia. 2. XXXX left base bandlike opacity. The appearance suggests atelectasis. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Density/retrocardiac + + Calcinosis/blood vessels + + Calcified Granuloma + + Opacity/lung/base/left + + Bone Diseases, Metabolic/spine + + atelectases + + calcified granuloma + + hiatal hernia + + opacity + + osteopenia + + vascular calcification + + Atelectasis + + Hiatal Hernia + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1003_IM-0005-2002.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1004.xml b/AKSHAYRAJAA/dataset/reports/1004.xml new file mode 100644 index 0000000000000000000000000000000000000000..82ec7afaffdb1dde85e21b8295973f36a6e0a775 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1004.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Two views of the chest dated XXXX. + + XXXX-year-old with XXXX for one month. History bronchitis. + + The heart, pulmonary XXXX and mediastinum are within normal limits. There is no pleural effusion or pneumothorax. There is no focal air space opacity to suggest a pneumonia. The aorta is tortuous and ectatic. There are degenerative changes of the acromioclavicular joints. There degenerative changes of the spine. There is an IVC XXXX identified. + + No acute cardiopulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Aorta/tortuous + + Shoulder/bilateral/degenerative + + Spine/degenerative + + Catheters, Indwelling + + degenerative change + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1004_IM-0005-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1004_IM-0005-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k7 + + + f0p0k666 + + + f4p0k1155 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1005.xml b/AKSHAYRAJAA/dataset/reports/1005.xml new file mode 100644 index 0000000000000000000000000000000000000000..b472847a61da08a5ce4b2eb143628a5270231ca4 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1005.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Pruritic. + + Cardiac and mediastinal contours are within normal limits. The lungs are clear. Bony structures are intact. + + No acute findings. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1005_IM-0006-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1005_IM-0006-3003.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k151 + + + f0p0k436 + + + f4p0k2423 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1006.xml b/AKSHAYRAJAA/dataset/reports/1006.xml new file mode 100644 index 0000000000000000000000000000000000000000..99041f8a7aa2969d3353f39db96aaa0f33d72fda --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1006.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + ,786.05 XXXX XXXX to XXXX + + The lungs appear clear. There are no focal airspace opacities to suggest pneumonia. The pleural spaces are clear. The heart and pulmonary XXXX are normal. Mediastinal contours are normal. There is no pneumothorax. + + No acute cardiopulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1006_IM-0007-1001.jpg + + + 7 + + + + + + + + + f2p0k1467 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1006_IM-0007-3003.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k2 + + + f0p0k518 + + + f4p0k369 + + + f3p0k181 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1007.xml b/AKSHAYRAJAA/dataset/reports/1007.xml new file mode 100644 index 0000000000000000000000000000000000000000..2310cee1b204360f8ea0c1587037ad551a6c6848 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1007.xml @@ -0,0 +1,264 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + chest pain + + Trachea is midline. The cardiomediastinal silhouette is normal. The lungs are clear, without evidence of acute infiltrate or effusion. There is no pneumothorax. The visualized bony structures show no acute abnormalities. Lateral view reveals mild degenerative changes of the thoracic spine. + + No acute cardiopulmonary abnormalities. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Thoracic Vertebrae/degenerative/mild + + degenerative change + + Spine + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL Sept 19, XXXX XXXX XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1007_IM-0008-1001.jpg + + + 7 + + + + + + + + + f2p0k166 + + + f1p0k2 + + + f0p0k338 + + + f4p0k257 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL Sept 19, XXXX XXXX XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1007_IM-0008-2001.jpg + + + 7 + + + + + + + + + f2p0k220 + + + f1p0k83 + + + f0p0k518 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + + + + F3 + + + CHEST 2V FRONTAL/LATERAL Sept 19, XXXX XXXX XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1007_IM-0008-3001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k65 + + + f0p0k337 + + + f4p0k1972 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1008.xml b/AKSHAYRAJAA/dataset/reports/1008.xml new file mode 100644 index 0000000000000000000000000000000000000000..e0b8a1dff3aa98c9f5792541a23d92d32e46676d --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1008.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest x-XXXX XXXX, XXXX + + XXXX-year-old male, abdominal pain and vomiting. + + Heart size and mediastinal contours are normal in appearance. No consolidative airspace opacities. No radiographic evidence of pleural effusion or pneumothorax. Visualized osseous structures appear intact. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1008_IM-0009-2001.jpg + + + 7 + + + + + + + + + f2p0k832 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1155 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1008_IM-0009-4004.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k83 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1009.xml b/AKSHAYRAJAA/dataset/reports/1009.xml new file mode 100644 index 0000000000000000000000000000000000000000..a92715c20753ee110a52fdda3ce9f3ba72eb9cce --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1009.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None available. + + 786.50 anterior left sided chest pain + + The cardiomediastinal silhouette and pulmonary vasculature are within normal limits. There is no pneumothorax or pleural effusion. There are no focal areas of consolidation. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1009_IM-0010-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1009_IM-0010-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k7 + + + f0p0k285 + + + f4p0k1155 + + + f3p0k76 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/101.xml b/AKSHAYRAJAA/dataset/reports/101.xml new file mode 100644 index 0000000000000000000000000000000000000000..9913951a044326fbc256d0148b9680a00d69e493 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/101.xml @@ -0,0 +1,243 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + Chest pain + + The heart is again mildly enlarged. Mediastinal contours are stable. Patient is somewhat rotated. The lungs are hypoinflated with elevated left hemidiaphragm. XXXX XXXX opacities compatible with atelectasis. No large effusion is seen. There is no focal consolidation. Pulmonary vascularity is mildly accentuated. There are bilateral degenerative changes of the XXXX with probable chronic dislocation of the left humerus. Correlate clinically. + + 1. Mild stable cardiomegaly and central vascular congestion. 2. Low lung volumes with elevated left hemidiaphragm and basilar subsegmental atelectasis. 3. Extensive bilateral shoulder degenerative changes with subluxation/dislocation left shoulder, possibly chronic. Suggest clinical correlation. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Cardiomegaly/mild + + Technical Quality of Image Unsatisfactory + + Lung/hypoinflation + + Diaphragm/left/elevated + + Opacity/lung/base + + Pulmonary Atelectasis/base + + Pulmonary Congestion + + Dislocations/shoulder/left/chronic + + Shoulder/bilateral/degenerative/severe + + atelectases + + congestion + + degenerative change + + opacity + + Atelectasis + + Cardiomegaly + + Diaphragm + + Dislocation + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR101_IM-0011-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR101_IM-0011-4004.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1010.xml b/AKSHAYRAJAA/dataset/reports/1010.xml new file mode 100644 index 0000000000000000000000000000000000000000..1b548b43fd0858d0ee0d7af666f4677de00cb31a --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1010.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX. + + Cardiac and mediastinal contours are within normal limits. The lungs are clear. Bony structures are intact. + + Negative chest x-XXXX. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1010_IM-0012-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k1133 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1010_IM-0012-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k7 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1011.xml b/AKSHAYRAJAA/dataset/reports/1011.xml new file mode 100644 index 0000000000000000000000000000000000000000..6fe759f9e063960881ac98aebc8a9bfb111fdec4 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1011.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + Chronic XXXX + + The heart is top normal in size. The mediastinum is unremarkable. The lungs are clear. + + No acute disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL + + + + + + /hadoop/storage/radiology/extract/CXR1011_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k1598 + + + f1p0k98 + + + f0p0k184 + + + f4p0k290 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL + + + + + + /hadoop/storage/radiology/extract/CXR1011_IM-0013-1002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1012.xml b/AKSHAYRAJAA/dataset/reports/1012.xml new file mode 100644 index 0000000000000000000000000000000000000000..c787bc67e2c8b9757c8e63f61c0df6ca9eae8348 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1012.xml @@ -0,0 +1,176 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + sob + + Lung volumes are low. Bibasilar consolidation and bilateral costophrenic XXXX blunting are present. Heart size normal. Pulmonary XXXX normal. Shunt tubing traverses the entire image from top to XXXX. + + Bibasilar airspace disease and bilateral pleural fluid. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + Consolidation/lung/base/bilateral + + Costophrenic Angle/bilateral/blunted + + Surgical Instruments + + Airspace Disease/lung/base/bilateral + + Pleural Effusion/bilateral + + pleural fluid + + Pleural Effusion + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1012_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k1205 + + + f1p0k112 + + + f0p0k338 + + + f4p0k797 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1013.xml b/AKSHAYRAJAA/dataset/reports/1013.xml new file mode 100644 index 0000000000000000000000000000000000000000..d68ad7fb8592c5344f96a736c72d7356a0c3f9f6 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1013.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX-year-old female with chest pain. + + Stable mild cardiomegaly. No pneumothorax, pleural effusion, or focal airspace disease. Bony structures intact. Right humeral head bone anchor. + + Stable mild cardiomegaly without acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Cardiomegaly/mild + + Implanted Medical Device/humerus/right + + Bone Anchor + + Cardiomegaly + + Humeral Head + + + + + + F1 + + + Chest XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1013_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k137 + + + f0p0k1055 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Chest XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1013_IM-0013-2001.jpg + + + 7 + + + + + + + + + f2p0k529 + + + f1p0k33 + + + f0p0k666 + + + f4p0k369 + + + f3p0k340 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1014.xml b/AKSHAYRAJAA/dataset/reports/1014.xml new file mode 100644 index 0000000000000000000000000000000000000000..86b4a3ca878d15602316b92d836a4eae5470f53c --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1014.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + bone marrow transplant. No complaints currently + + + + Slightly enlarged heart. No effusions. No edema. No nodules or masses. Aortic XXXX calcification. Aortic XXXX is normal size. Lungs are clear. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Cardiomegaly/mild + + Calcinosis/aorta + + aortic calcifications + + Aorta + + Enlarged Heart + + + + + + F1 + + + PA and lateral chest XXXX, XXXX at XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1014_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k1598 + + + f1p0k36 + + + f0p0k184 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest XXXX, XXXX at XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1014_IM-0013-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k518 + + + f4p0k1155 + + + f3p0k191 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1015.xml b/AKSHAYRAJAA/dataset/reports/1015.xml new file mode 100644 index 0000000000000000000000000000000000000000..6edca7547694102e0d68b0cf70a36e7569ed4259 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1015.xml @@ -0,0 +1,317 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX + + XXXX-year-old female, COPD exacerbation, short of breath + + Streaky and patchy bibasilar opacities, triangular density projected over the heart on the lateral view. No definite pleural effusion seen, no typical findings of pulmonary edema. Considering differences in technical factors XXXX stable cardiomediastinal silhouette with normal heart size. + + Bibasilar opacities, right greater than left, features suggest a combination of consolidation and atelectasis + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/lung/base/bilateral/patchy/streaky + + Technical Quality of Image Unsatisfactory + + atelectases + + opacity + + Atelectasis + + + + + + F1 + + + PA and Lateral Chest + + + + + + /hadoop/storage/radiology/extract/CXR1015_IM-0001-1001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k109 + + + f0p0k97 + + + f4p0k2423 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest + + + + + + /hadoop/storage/radiology/extract/CXR1015_IM-0001-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + + + + F3 + + + PA and Lateral Chest + + + + + + /hadoop/storage/radiology/extract/CXR1015_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k109 + + + f0p0k97 + + + f4p0k2423 + + + f3p0k181 + + + + + + + + + + + + + + + + F4 + + + PA and Lateral Chest + + + + + + /hadoop/storage/radiology/extract/CXR1015_IM-0013-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1016.xml b/AKSHAYRAJAA/dataset/reports/1016.xml new file mode 100644 index 0000000000000000000000000000000000000000..6063a5cf1dda7a3a8752f19ba817000a6d9b396e --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1016.xml @@ -0,0 +1,241 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX, XXXX AND CHILLS, NONPROD. COUGHT, HAS XXXX FIBROTIC LUNG DISEASE BUT HAS NO RECENT CXR.; + + + + Comparison XXXX, XXXX. XXXX right pleural opacity along the lower chest wall compatible with thickening and/or some loculated effusion, accompanied with some adjacent atelectasis / airspace disease within the right lung base. Round opacity seen projecting adjacent to right hilum on PA view is XXXX on lateral view to represent some discoid atelectasis or fluid associated with the upper aspect of the XXXX fissure. Some XXXX opacities compatible with scarring/chronic inflammatory change are seen within the left lower lung which are more conspicuous versus previous examination. Stable mediastinal contour. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/pleura/right + + Thickening/pleura/right + + Pulmonary Atelectasis/base/right + + Airspace Disease/lung/base/right + + Opacity/lung/hilum/right/round + + Pulmonary Atelectasis/hilum/right + + Pleural Effusion/hilum/right + + Opacity/lung/lower lobe/left + + Cicatrix/lung/lower lobe/left + + Pleural Effusion/right/focal + + discoid atelectasis + + loculated effusion + + opacity + + scarring + + Atelectasis + + Scarring + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1016_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k1522 + + + f1p0k137 + + + f0p0k184 + + + f4p0k1282 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1016_IM-0013-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k66 + + + f0p0k593 + + + f4p0k1808 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1017.xml b/AKSHAYRAJAA/dataset/reports/1017.xml new file mode 100644 index 0000000000000000000000000000000000000000..8130c06217fe06b89a5e9371d0aca75cc635b4cb --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1017.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + Burmese male has complete TB treatment + + Both lungs are clear and expanded with no infiltrates. Basilar focal atelectasis is present in the lingula. Heart size normal. Calcified right hilar XXXX are present + + No active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Pulmonary Atelectasis/lingula/focal + + Calcinosis/lung/hilum/right + + focal atelectasis + + Pulmonary Atelectasis + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1017_IM-0013-1001.jpg + + + 7 + + + + + + + + + f2p0k750 + + + f1p0k36 + + + f0p0k184 + + + f4p0k28 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1017_IM-0013-1002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k228 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1018.xml b/AKSHAYRAJAA/dataset/reports/1018.xml new file mode 100644 index 0000000000000000000000000000000000000000..0fe1203e2afec075a2e0b89c9fec05ac08d41918 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1018.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None available. + + XXXX + + The cardiomediastinal silhouette and pulmonary vasculature are within normal limits. There is no pneumothorax or pleural effusion. There are no focal areas of consolidation. There are small calcified granulomata in the right lateral lung. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcified Granuloma/lung/right/small + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1018_IM-0014-5001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1018_IM-0014-6001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1019.xml b/AKSHAYRAJAA/dataset/reports/1019.xml new file mode 100644 index 0000000000000000000000000000000000000000..866b25b29dcd7ff5aae418440fad60ae12caef9d --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1019.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX + + XXXX-year-old male with seizure, ethanol abuse + + The heart size and mediastinal contours appear within normal limits. There is blunting of the right lateral costophrenic sulcus which could be secondary to a small effusion versus scarring. No focal airspace consolidation or pneumothorax. No acute bony abnormalities. + + Blunting of the right costophrenic sulcus could be secondary to a XXXX effusion versus scarring. No focal airspace consolidation. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Costophrenic Angle/right/blunted + + effusion + + scarring + + Pleural Effusion + + Scarring + + + + + + F1 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1019_IM-0015-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k83 + + + f0p0k184 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1019_IM-0015-2001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k83 + + + f0p0k666 + + + f4p0k2423 + + + f3p0k266 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/102.xml b/AKSHAYRAJAA/dataset/reports/102.xml new file mode 100644 index 0000000000000000000000000000000000000000..227e562c9f4e24e2539f27957a3f7ac8484bb2e5 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/102.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Syncope. XXXX attack. + + Normal heart size. Clear, hyperaerated lungs. No pneumothorax. No pleural effusion. XXXX substernal density may be related to a pectus deformity. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hyperdistention + + Density/sternum + + deformity + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR102_IM-0016-1001.jpg + + + 7 + + + + + + + + + f2p0k1598 + + + f1p0k36 + + + f0p0k184 + + + f4p0k1155 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR102_IM-0016-2001.jpg + + + 7 + + + + + + + + + f2p0k550 + + + f1p0k7 + + + f0p0k832 + + + f4p0k1808 + + + f3p0k191 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1020.xml b/AKSHAYRAJAA/dataset/reports/1020.xml new file mode 100644 index 0000000000000000000000000000000000000000..9d1a9c4fecf6348d22297d3271be286758fd34ed --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1020.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + chest pain + + Lung volumes are low. No focal infiltrates. Heart size normal. + + Hypoinflation with no visible active cardiopulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1020_IM-0017-1001.jpg + + + 7 + + + + + + + + + f2p0k1205 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k18 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1020_IM-0017-2001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k83 + + + f0p0k518 + + + f4p0k28 + + + f3p0k18 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1021.xml b/AKSHAYRAJAA/dataset/reports/1021.xml new file mode 100644 index 0000000000000000000000000000000000000000..873a2e2654978ccc622af8e15eb3ef6ccb3be194 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1021.xml @@ -0,0 +1,221 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX + + Right pneumothorax. + + + + Recurrent right pneumothorax, complete collapse of the right lung, near 100%. Right-to-left mediastinal shift is present, suggesting XXXX physiology. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Pneumothorax/right + + Pulmonary Atelectasis/right + + Shift/mediastinum + + collapse + + pneumothorax + + Pneumothorax + + + + + + F1 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1021_IM-0017-1001-0001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k98 + + + f0p0k338 + + + f4p0k28 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1021_IM-0017-1001-0002.jpg + + + 7 + + + + + + + + + f2p0k1489 + + + f1p0k76 + + + f0p0k404 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1022.xml b/AKSHAYRAJAA/dataset/reports/1022.xml new file mode 100644 index 0000000000000000000000000000000000000000..b2492316616cbc479e84754c130a118ca18c8d6a --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1022.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX. + + please evaluate for evidence of active TB (for supportive housing placement) + + The heart and lungs have XXXX XXXX in the interval. Both lungs are clear and expanded. No change in the small calcified right upper lobe nodule. Heart and mediastinum normal. + + No active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Nodule/lung/upper lobe/right/small + + Calcinosis/lung/upper lobe/right/small + + nodule + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1022_IM-0017-1001.jpg + + + 7 + + + + + + + + + f2p0k754 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1394 + + + f3p0k305 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1022_IM-0017-2001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k112 + + + f0p0k1055 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1023.xml b/AKSHAYRAJAA/dataset/reports/1023.xml new file mode 100644 index 0000000000000000000000000000000000000000..2be1b839e7395fab34953ba4b765ce5e48f6ec5f --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1023.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX, acute sinusitis + + The cardiac silhouette and mediastinum size are within normal limits. There is no pulmonary edema. There is no focal consolidation. There are no XXXX of a large pleural effusion. There is no evidence of pneumothorax. + + There is no evidence of acute cardiopulmonary disease. . + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + No Indexing + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1023_IM-0018-1001.jpg + + + 7 + + + + + + + + + f2p0k216 + + + f1p0k36 + + + f0p0k338 + + + f4p0k1133 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1023_IM-0018-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1155 + + + f3p0k76 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1024.xml b/AKSHAYRAJAA/dataset/reports/1024.xml new file mode 100644 index 0000000000000000000000000000000000000000..94960c2a6469748f2327e57afd6a39c87cf36edd --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1024.xml @@ -0,0 +1,162 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + XXXX-year-old presents with chest pain + + Heart size is normal. The lungs are clear. There are no focal air space consolidations. No pleural effusions or pneumothoraces. The hilar and mediastinal contours are normal. Normal pulmonary vascularity. + + No acute abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Frontal and lateral views of the chest dated XXXX, XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1024_IM-0019-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k55 + + + f0p0k338 + + + f4p0k1282 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1025.xml b/AKSHAYRAJAA/dataset/reports/1025.xml new file mode 100644 index 0000000000000000000000000000000000000000..130dcf70094082d48797f135d5473ab5ef4da5bd --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1025.xml @@ -0,0 +1,213 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX-year-old female. Pain. Emesis. + + The cardiomediastinal silhouette is normal in size and contour. No focal consolidation, pneumothorax or large pleural effusion. Calcified granuloma, right base. Normal XXXX. + + Negative for acute abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcified Granuloma/lung/base/right + + calcified granuloma + + + + + + F1 + + + Radiographs of the chest, 2 views, dated XXXX, XXXX, at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1025_IM-0020-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Radiographs of the chest, 2 views, dated XXXX, XXXX, at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1025_IM-0020-3001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k1179 + + + f4p0k1133 + + + f3p0k151 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1026.xml b/AKSHAYRAJAA/dataset/reports/1026.xml new file mode 100644 index 0000000000000000000000000000000000000000..088f856f111bf1fce181138cf7d1bcf63a5a4d02 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1026.xml @@ -0,0 +1,162 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + ,486,V76.12 PNEUMONIA CXR + + The lungs appear clear. The heart and pulmonary XXXX appear normal. The pleural spaces are clear. Mediastinal contours are normal. + + No acute cardiopulmonary disease + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1026_IM-0021-2002.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1027.xml b/AKSHAYRAJAA/dataset/reports/1027.xml new file mode 100644 index 0000000000000000000000000000000000000000..5f67decdcf9307ae4d32b659fae16da4d6530ad5 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1027.xml @@ -0,0 +1,213 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX-year-old female with a history of an elevated XXXX-XXXX. + + This examination is somewhat limited secondary to obscuration of the bilateral posterior costophrenic sulci on the lateral view. The cardiomediastinal silhouette is within normal limits for appearance. No focal areas of pulmonary consolidation. No pneumothorax. No large pleural effusion. The thoracic spine appears intact. + + 1. Limited chest radiograph examination without demonstration of an acute intrathoracic abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Costophrenic Angle/sulcus/bilateral/posterior/obscured + + Technical Quality of Image Unsatisfactory + + + + + + F1 + + + Chest radiograph examination 2 views performed XXXX, XXXX at XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1027_IM-0021-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k83 + + + f0p0k338 + + + f4p0k1282 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Chest radiograph examination 2 views performed XXXX, XXXX at XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1027_IM-0021-2001.jpg + + + 7 + + + + + + + + + f2p0k633 + + + f1p0k33 + + + f0p0k666 + + + f4p0k2423 + + + f3p0k95 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1028.xml b/AKSHAYRAJAA/dataset/reports/1028.xml new file mode 100644 index 0000000000000000000000000000000000000000..d41ee736a076694867c7b95d52187142431dcf0f --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1028.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Preop chest x-XXXX. + + Cardiac and mediastinal contours are within normal limits. The lungs are clear. Acromioclavicular arthritis is present, XXXX severe. + + No acute preoperative findings. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1028_IM-0022-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k369 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Chest, 2 views, frontal and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1028_IM-0022-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k436 + + + f4p0k1133 + + + f3p0k181 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1029.xml b/AKSHAYRAJAA/dataset/reports/1029.xml new file mode 100644 index 0000000000000000000000000000000000000000..7a698664d108a73056c6b111fcd6cc19f1c4e4d8 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1029.xml @@ -0,0 +1,166 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX for more than one year + + + + No pneumonia. Heart size normal. Scoliosis. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Scoliosis + + scolioses + + Scoliosis + + + + + + F1 + + + PA and lateral chest XXXX, XXXX and XXXX comparisXXXX/XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1029_IM-0022-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/103.xml b/AKSHAYRAJAA/dataset/reports/103.xml new file mode 100644 index 0000000000000000000000000000000000000000..93f4b767d0c806c3d0758104567e06095e87ea11 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/103.xml @@ -0,0 +1,223 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest 2 view dated XXXX. + + XXXX-year-old female with XXXX. + + The lungs are clear without evidence of focal airspace disease. There is no evidence of pneumothorax or large pleural effusion. The cardiac contour is within normal limits. Compared to prior exam, there is XXXX prominence of the mediastinal contour near the right hilum. This may represent the ascending aorta or mediastinal lymphadenopathy. CT chest with contrast may be helpful for further evaluation. There are mild degenerative changes of the thoracic spine. + + XXXX prominence of the mediastinal contour near the right hilum possibly representing the ascending aorta or mediastinal lymphadenopathy. CT chest with contrast may be helpful for further evaluation. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Mediastinum/prominent + + Thoracic Vertebrae/degenerative/mild + + degenerative change + + mediastinal lymphadenopathy + + Ascending Aorta + + Lymphatic Diseases + + Mediastinal Diseases + + + + + + F1 + + + Chest 2 views dated XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR103_IM-0023-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k98 + + + f0p0k184 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + Chest 2 views dated XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR103_IM-0023-2001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1142 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1030.xml b/AKSHAYRAJAA/dataset/reports/1030.xml new file mode 100644 index 0000000000000000000000000000000000000000..e078ca8cc54f2ff07bf1ff0d0cfc8aa1f537acbb --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1030.xml @@ -0,0 +1,213 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Chest pain + + Normal cardiomediastinal silhouette. There is no focal consolidation. There are no XXXX of a large pleural effusion. There is no pneumothorax. There is no acute bony abnormality seen. Mild degenerative changes of the spine. + + There is no radiographic evidence of acute cardiopulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Spine/degenerative/mild + + degenerative change + + + + + + F1 + + + 2 views of the Chest XXXX/11. + + + + + + /hadoop/storage/radiology/extract/CXR1030_IM-0024-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k65 + + + f0p0k184 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + 2 views of the Chest XXXX/11. + + + + + + /hadoop/storage/radiology/extract/CXR1030_IM-0024-2001.jpg + + + 7 + + + + + + + + + f2p0k633 + + + f1p0k83 + + + f0p0k518 + + + f4p0k2423 + + + f3p0k95 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1031.xml b/AKSHAYRAJAA/dataset/reports/1031.xml new file mode 100644 index 0000000000000000000000000000000000000000..e390445090bdeaedf59449485dfe8a42a1b2e3d4 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1031.xml @@ -0,0 +1,166 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX-year-old female, diaphoresis, short of breath + + + + Heart size mildly enlarged for technique, mediastinal contours appear similar to prior, right chest XXXX tip in the high SVC. No focal alveolar consolidation, no definite pleural effusion seen. Bronchovascular crowding without typical findings of pulmonary edema. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Cardiomegaly/mild + + Catheters, Indwelling/right + + Markings/bronchovascular + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1031_IM-0025-4004.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1032.xml b/AKSHAYRAJAA/dataset/reports/1032.xml new file mode 100644 index 0000000000000000000000000000000000000000..76dc3e3a15198cf352cc5a31551c991e2f5988bb --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1032.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, congestion. + + Status post XXXX repair. + + The cardiomediastinal silhouette and pulmonary vasculature are within normal limits. There is no pneumothorax or pleural effusion. There are no focal areas of consolidation. There are calcifications projecting of the left midlung, unchanged from prior, this is is XXXX sequela of prior granulomatous disease. There are small T-spine osteophytes. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcinosis/lung/lingula + + Granulomatous Disease + + Osteophyte/thoracic vertebrae/multiple/small + + granulomatous disease + + osteophytes + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1032_IM-0026-1001-0001.jpg + + + 7 + + + + + + + + + f2p0k750 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1032_IM-0026-1001-0002.jpg + + + 7 + + + + + + + + + f2p0k1205 + + + f1p0k122 + + + f0p0k857 + + + f4p0k1133 + + + f3p0k238 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1033.xml b/AKSHAYRAJAA/dataset/reports/1033.xml new file mode 100644 index 0000000000000000000000000000000000000000..c9ed0e90fb9a5df4e7a5355515538cead9a5b964 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1033.xml @@ -0,0 +1,221 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None available. + + Intracranial hemorrhage + + The cardiomediastinal silhouette and vasculature are within normal limits for size and contour. Lung volumes are low with central bronchovascular crowding and patchy basilar atelectasis.. Degenerative changes of the spine. + + 1. Low volume study without definite acute process. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + Markings/bronchovascular + + Pulmonary Atelectasis/base/patchy + + Spine/degenerative + + degenerative change + + Pulmonary Atelectasis + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1033_IM-0027-2001.jpg + + + 7 + + + + + + + + + f2p0k754 + + + f1p0k147 + + + f0p0k1115 + + + f4p0k1271 + + + f3p0k268 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1033_IM-0027-4004.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k83 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1034.xml b/AKSHAYRAJAA/dataset/reports/1034.xml new file mode 100644 index 0000000000000000000000000000000000000000..79fc9b6c54995210c6063bb7a130189a8cb39cad --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1034.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX. + + 10 XXXX hx of XXXX, SOB, wheezing in XXXX XXXX + + The heart and lungs have XXXX XXXX in the interval. Both lungs are clear and expanded. Right middle lobe calcified granuloma is unchanged. Heart and mediastinum unchanged. No change hiatus hernia. + + No active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcified Granuloma/lung/middle lobe/right + + Hernia, Hiatal + + calcified granuloma + + hiatus hernia + + Hernia, Hiatus + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1034_IM-0028-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k43 + + + f4p0k2450 + + + f3p0k151 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1034_IM-0028-1002.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k36 + + + f0p0k518 + + + f4p0k2450 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1035.xml b/AKSHAYRAJAA/dataset/reports/1035.xml new file mode 100644 index 0000000000000000000000000000000000000000..ef84bb7d59ba982420e8b5ce010ad0f4239745d7 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1035.xml @@ -0,0 +1,225 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + Cystic fibrosis, shortness of breath. + + Right XXXX-A-XXXX is in XXXX. The heart size and pulmonary vascularity appear within normal limits. Some prominent perihilar opacities are present. Some vague small nodular opacities are present in the right upper lung zone. These are slightly more prominent than on the previous study. No pleural effusion or pneumothorax is seen. + + Perihilar opacities which may represent changes due to bronchiectasis. Vague nodular opacities in the right lung zone may represent dilated bronchi filled with mucous or possibly focal areas of peribronchial pneumonia. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/lung/hilum/prominent + + Opacity/lung/upper lobe/right/round/small + + bronchiectases + + opacity + + peribronchial pneumonia + + Bronchiectasis + + Mucus + + Pneumonia + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1035_IM-0028-1001.jpg + + + 7 + + + + + + + + + f2p0k1598 + + + f1p0k36 + + + f0p0k184 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1035_IM-0028-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k7 + + + f0p0k666 + + + f4p0k1155 + + + f3p0k191 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1036.xml b/AKSHAYRAJAA/dataset/reports/1036.xml new file mode 100644 index 0000000000000000000000000000000000000000..05bcca35f93e8b2a0a40bc9b3c1174ba85b7cbcc --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1036.xml @@ -0,0 +1,164 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX-year-old female chest pain + + The cardiomediastinal silhouette is within normal limits for size. Pulmonary vasculature is within normal limits. No focal consolidations, effusions, or pneumothoraces. Mild degeneration of the thoracic spine without acute bony abnormality. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Thoracic Vertebrae/degenerative/mild + + degeneration + + + + + + F1 + + + 2 view ( PA and lateral) chest radiograph dated XXXX, XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1036_IM-0029-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k98 + + + f0p0k184 + + + f4p0k1972 + + + f3p0k238 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1037.xml b/AKSHAYRAJAA/dataset/reports/1037.xml new file mode 100644 index 0000000000000000000000000000000000000000..fe650dbf89a0232cdc315a4ccc60f01c89600bb1 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1037.xml @@ -0,0 +1,223 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest radiograph XXXX, XXXX + + XXXX-year-old male with XXXX + + The heart is normal size. The mediastinum is unremarkable. A tortuous, calcified thoracic aorta is present. The lungs are hyperexpanded, consistent with emphysema. There is no pleural effusion, pneumothorax, or focal airspace disease. The XXXX are unremarkable. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcinosis/aorta, thoracic + + Aorta, Thoracic/tortuous + + Lung/hyperdistention + + Pulmonary Emphysema + + emphysemas + + Emphysema + + Pulmonary Emphysema + + + + + + F1 + + + PA and Lateral Chest Radiograph XXXX, XXXX at XXXX a.m. + + + + + + /hadoop/storage/radiology/extract/CXR1037_IM-0029-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k36 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest Radiograph XXXX, XXXX at XXXX a.m. + + + + + + /hadoop/storage/radiology/extract/CXR1037_IM-0029-2001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k151 + + + f0p0k518 + + + f4p0k1394 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1038.xml b/AKSHAYRAJAA/dataset/reports/1038.xml new file mode 100644 index 0000000000000000000000000000000000000000..0e582577cd65198a329c54695768e713cfd6ff1f --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1038.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX XXXX + + + + Heart size normal. Lungs are clear. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + PA and lateral chest. + + + + + + /hadoop/storage/radiology/extract/CXR1038_IM-0029-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k98 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k238 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest. + + + + + + /hadoop/storage/radiology/extract/CXR1038_IM-0029-2001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1142 + + + f3p0k238 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1039.xml b/AKSHAYRAJAA/dataset/reports/1039.xml new file mode 100644 index 0000000000000000000000000000000000000000..62dbca2740f92c06d41093b6aef036028270d5f2 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1039.xml @@ -0,0 +1,162 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest radiograph XXXX/XXXX. + + XXXX-year-old female pre-op evaluation + + No pneumothorax or pleural effusion. Normal cardiac contour. Clear lungs bilaterally. + + 1. No acute cardiopulmonary abnormalities. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest radiograph PA and lateral XXXX/XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1039_IM-0030-1002.jpg + + + 7 + + + + + + + + + f2p0k216 + + + f1p0k98 + + + f0p0k338 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/104.xml b/AKSHAYRAJAA/dataset/reports/104.xml new file mode 100644 index 0000000000000000000000000000000000000000..8752d65e4d3b9835560e1b83c2ee8b5cc0e7085e --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/104.xml @@ -0,0 +1,192 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX-year-old male with XXXX for 3 weeks. Possible pneumonia. + + There are minimal XXXX left basilar opacities, XXXX subsegmental atelectasis or scarring. There is no focal airspace consolidation to suggest pneumonia. No pleural effusion or pneumothorax. Heart size is at the upper limits of normal. Cardiac defibrillator XXXX overlies the right ventricle. The XXXX appears intact. There is aortic atherosclerotic vascular calcification. Calcified mediastinal and hilar lymph XXXX are consistent with prior granulomatous disease. Multiple calcified splenic granulomas are also noted. There are minimal degenerative changes of the spine. + + Minimal left basilar subsegmental atelectasis or scarring. No acute findings. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/lung/base/left/mild + + Implanted Medical Device + + Atherosclerosis/aorta + + Calcinosis/lung/hilum/lymph nodes + + Calcinosis/mediastinum/lymph nodes + + Spine/degenerative/mild + + Granulomatous Disease + + atelectases + + degenerative change + + granuloma + + granulomatous disease + + opacity + + scarring + + vascular calcification + + Atelectasis + + Scarring + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR104_IM-0031-0001-0002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1155 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1040.xml b/AKSHAYRAJAA/dataset/reports/1040.xml new file mode 100644 index 0000000000000000000000000000000000000000..6ca24cfbbd84a46741f65db49e7eb0bacccf4889 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1040.xml @@ -0,0 +1,223 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + MVC. + + + + Heart size is normal. Mediastinal width is within normal limits for supine AP technique. No edema. No focal infiltrate. No pleural effusion or pneumothorax. Right hilar and right lung base calcifications are compatible with old granulomatous disease. There is a very mild anterior wedge deformity of a midthoracic vertebrae, possibly T7, age-indeterminate. Correlate for midthoracic tenderness. No displaced, acute rib fractures are identified. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcinosis/lung/hilum/right + + Calcinosis/lung/base/right + + Granulomatous Disease + + Deformity/thoracic vertebrae/anterior/mild + + deformity + + granulomatous disease + + Calcinosis + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1040_IM-0032-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1155 + + + f3p0k230 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1040_IM-0032-4004.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k2 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1041.xml b/AKSHAYRAJAA/dataset/reports/1041.xml new file mode 100644 index 0000000000000000000000000000000000000000..b004d3eaa0640fec5ab87cedadab5016022e9d0f --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1041.xml @@ -0,0 +1,221 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + XXXX vehicle XXXX 2 XXXX ago + + Lucency crosses the 10th left posterior rib. Visualized portions of the thoracic spine are unremarkable. Mediastinal contours are normal. Lungs are clear. There is no pneumothorax or large pleural effusion. + + Question of posterior 10 rib fracture, correlate with XXXX tenderness. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lucency/ribs/left/posterior + + rib fracture + + Fractures, Bone + + Pain + + Rib Fractures + + Ribs + + + + + + F1 + + + PA and lateral views of the chest + + + + + + /hadoop/storage/radiology/extract/CXR1041_IM-0033-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k65 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k238 + + + + + + + + + + + + + + + + F2 + + + PA and lateral views of the chest + + + + + + /hadoop/storage/radiology/extract/CXR1041_IM-0033-2001.jpg + + + 7 + + + + + + + + + f2p0k220 + + + f1p0k33 + + + f0p0k666 + + + f4p0k369 + + + f3p0k340 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1042.xml b/AKSHAYRAJAA/dataset/reports/1042.xml new file mode 100644 index 0000000000000000000000000000000000000000..7104e723baadb02f41bd9fa5509807fbbd2d29da --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1042.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None available. + + XXXX + + The cardiomediastinal silhouette and vasculature are within normal limits for size and contour. The lungs are normally inflated and clear. Osseous structures are within normal limits for patient age. + + 1. No acute radiographic cardiopulmonary process. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + XR Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1042_IM-0034-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k369 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + XR Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1042_IM-0034-3001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k7 + + + f0p0k666 + + + f4p0k1808 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1043.xml b/AKSHAYRAJAA/dataset/reports/1043.xml new file mode 100644 index 0000000000000000000000000000000000000000..50c72384e9623bb1404a1ab7b7d6922880719987 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1043.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX + + WHEEZING/HEART FAILURE + + Normal cardiomediastinal silhouette. Interval improvement in lung volumes bilaterally. Improved aeration of the right and left lung bases. Bilateral small pleural effusions and left base atelectatic change, with interval improvement. Visualized XXXX of the chest XXXX are within normal limits. + + Interval improvement in aeration of lung bases and pleural effusions. Residual small left effusion and questionable small right pleural effusion. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Pleural Effusion/bilateral/small + + Pulmonary Atelectasis/base/left + + pleural effusions + + Pleural Effusion + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1043_IM-0035-0001-0001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k518 + + + f4p0k302 + + + f3p0k95 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1043_IM-0035-0001-0002.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k83 + + + f0p0k184 + + + f4p0k290 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1044.xml b/AKSHAYRAJAA/dataset/reports/1044.xml new file mode 100644 index 0000000000000000000000000000000000000000..81cb27296b894a0e66d9373f5bcbb0ea8b115bfc --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1044.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX. + + Enlarged lymph XXXX. + + The heart size and pulmonary vascularity appear within normal limits. There has been clearing of left base airspace opacities. The lungs now appear clear. No pneumothorax or pleural effusion is seen. The lungs appear hyperexpanded consistent with emphysema. + + 1. Hyperexpanded lungs consistent with emphysema. 2. No evidence of acute disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hyperdistention + + Pulmonary Emphysema + + emphysemas + + Emphysema + + Pulmonary Emphysema + + + + + + F1 + + + PA and Lateral Chest X-XXXX dated XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1044_IM-0036-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest X-XXXX dated XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1044_IM-0036-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k66 + + + f0p0k593 + + + f4p0k1133 + + + f3p0k76 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1045.xml b/AKSHAYRAJAA/dataset/reports/1045.xml new file mode 100644 index 0000000000000000000000000000000000000000..a52bcec646b4b0c6e7251d40837c910117ff3c95 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1045.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX + + XXXX-year-old male, XXXX, difficulty breathing + + Heart size within normal limits, stable mediastinal and hilar contours. No alveolar consolidation, no findings of pleural effusion or pulmonary edema. Chronic appearing contour deformity of the right posterolateral 7th rib again noted suggestive of old injury. + + No acute findings + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Deformity/ribs/right/chronic + + deformity + + old injury + + + + + + F1 + + + PA and Lateral Chest + + + + + + /hadoop/storage/radiology/extract/CXR1045_IM-0036-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest + + + + + + /hadoop/storage/radiology/extract/CXR1045_IM-0036-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1046.xml b/AKSHAYRAJAA/dataset/reports/1046.xml new file mode 100644 index 0000000000000000000000000000000000000000..b243f1687e63a125e19aab6578c1b69eae99482d --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1046.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX-year-old woman with chest pain + + Heart and mediastinum within normal limits. Negative for focal pulmonary consolidation, pleural effusion, or pneumothorax. + + No acute abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1046_IM-0036-1001.jpg + + + 7 + + + + + + + + + f2p0k954 + + + f1p0k137 + + + f0p0k184 + + + f4p0k1907 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1046_IM-0036-2001.jpg + + + 7 + + + + + + + + + f2p0k1185 + + + f1p0k160 + + + f0p0k518 + + + f4p0k369 + + + f3p0k340 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1047.xml b/AKSHAYRAJAA/dataset/reports/1047.xml new file mode 100644 index 0000000000000000000000000000000000000000..b953d81a2e2af06524b378f5ccf37c8db3c22227 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1047.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Two-view chest radiograph dated XXXX, XXXX. + + XXXX-year-old XXXX with chest pain. + + The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality. + + No acute cardiopulmonary abnormality.. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + PA and lateral chest x-XXXX dated XXXX, XXXX at XXXX p.m.. + + + + + + /hadoop/storage/radiology/extract/CXR1047_IM-0036-1001.jpg + + + 7 + + + + + + + + + f2p0k220 + + + f1p0k83 + + + f0p0k518 + + + f4p0k2423 + + + f3p0k9 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest x-XXXX dated XXXX, XXXX at XXXX p.m.. + + + + + + /hadoop/storage/radiology/extract/CXR1047_IM-0036-2001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k152 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k18 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1048.xml b/AKSHAYRAJAA/dataset/reports/1048.xml new file mode 100644 index 0000000000000000000000000000000000000000..85819e25cb868bb98fd4555e625f228ae1f5a5c5 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1048.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None available. + + XXXX-year-old XXXX, preoperative evaluation for prostate surgery scheduled XXXX. + + Heart size, mediastinal contour, and pulmonary vascularity are within normal limits. No focal consolidation, suspicious pulmonary opacity, large pleural effusion, or pneumothorax is identified. Visualized osseous structures appear intact. Mild bilateral acromioclavicular joint and thoracic spine degenerative changes are noted. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Thoracic Vertebrae/degenerative + + Shoulder/bilateral/degenerative/mild + + degenerative change + + + + + + F1 + + + PA and Lateral Chest: XXXX at 13: 07 hours. + + + + + + /hadoop/storage/radiology/extract/CXR1048_IM-0036-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest: XXXX at 13: 07 hours. + + + + + + /hadoop/storage/radiology/extract/CXR1048_IM-0036-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k66 + + + f0p0k593 + + + f4p0k1133 + + + f3p0k181 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1049.xml b/AKSHAYRAJAA/dataset/reports/1049.xml new file mode 100644 index 0000000000000000000000000000000000000000..1229e5a5d74269e40f147e843a58b1de55a8aba0 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1049.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + chest pain that started ealier today, non-radiating, XXXX pain, shortness of breath x weeks, pain in XXXX joints x 6 weeks mostly right side, non-XXXX, no hx ca, no previous heart or lung conditions + + + + Comparison XXXX, XXXX. Well-expanded and clear lungs. Mediastinal contour within normal limits. No acute cardiopulmonary abnormality identified. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1049_IM-0036-1001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k36 + + + f0p0k843 + + + f4p0k28 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1049_IM-0036-3001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k732 + + + f4p0k1155 + + + f3p0k76 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/105.xml b/AKSHAYRAJAA/dataset/reports/105.xml new file mode 100644 index 0000000000000000000000000000000000000000..95c2bf2844f1235477b53a2498a2c67bd07dd644 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/105.xml @@ -0,0 +1,221 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Portable chest from XXXX. + + XXXX-year-old female with hypoxia. + + Heart size within normal limits. Stable position of left subclavian central venous catheter. No focal airspace disease. No pneumothorax. Mild blunting of the costophrenic XXXX bilaterally. + + XXXX bilateral effusions. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Catheters, Indwelling + + Costophrenic Angle/bilateral/blunted/mild + + Pleural Effusion/bilateral + + effusion + + central venous catheters + + Central Venous Catheter + + + + + + F1 + + + PA and lateral views of the chest. + + + + + + /hadoop/storage/radiology/extract/CXR105_IM-0037-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k112 + + + f0p0k953 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + PA and lateral views of the chest. + + + + + + /hadoop/storage/radiology/extract/CXR105_IM-0037-2001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k36 + + + f0p0k1179 + + + f4p0k1972 + + + f3p0k138 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1050.xml b/AKSHAYRAJAA/dataset/reports/1050.xml new file mode 100644 index 0000000000000000000000000000000000000000..bac04ff2d87f920359e3635b1a7d2d1cd13bd4c4 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1050.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + XXXX-year-old male with complaints of XXXX and headache + + Technically limited study secondary to patient XXXX. Decreased lung volumes with associated bronchopulmonary crowding without evidence of focal consolidation, suspicious pulmonary opacity, large pleural effusion, or pneumothorax is identified. Visualized osseous structures appear intact. + + No acute cardiopulmonary abnormality. Mild nonspecific prominence of mediastinum, consider repeat CXR XXXX if any concern for vascular process. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Technical Quality of Image Unsatisfactory + + Lung/hypoinflation + + Markings/bronchovascular + + Mediastinum/prominent/mild + + + + + + F1 + + + PA and Lateral Chest: XXXX at XXXX a.m. + + + + + + /hadoop/storage/radiology/extract/CXR1050_IM-0038-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k7 + + + f0p0k415 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest: XXXX at XXXX a.m. + + + + + + /hadoop/storage/radiology/extract/CXR1050_IM-0038-4004.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1051.xml b/AKSHAYRAJAA/dataset/reports/1051.xml new file mode 100644 index 0000000000000000000000000000000000000000..35b57eefd08f37a354c5f86fd798b5f214b181c6 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1051.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX + + XXXX XXXX steps, left posterior rib pain + + Heart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces. + + No acute cardiopulmonary process. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1051_IM-0039-5001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k1282 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1051_IM-0039-6001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k76 + + + f0p0k666 + + + f4p0k290 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1052.xml b/AKSHAYRAJAA/dataset/reports/1052.xml new file mode 100644 index 0000000000000000000000000000000000000000..f20cb2d16f8d0517cf073b4760f5bbd8aee36fa6 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1052.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Dyspnea on exertion. + + The trachea is midline. Cardio mediastinal silhouette is normal in contour with overlying sternotomy XXXX. The lungs are clear without acute infiltrate, effusion or pneumothorax. The visualized bony structures reveal no fractures or dislocations. + + No acute abnormalities. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest x-XXXX, 2 views. XXXX at XXXX p.m. + + + + + + /hadoop/storage/radiology/extract/CXR1052_IM-0040-1001.jpg + + + 7 + + + + + + + + + f2p0k1162 + + + f1p0k98 + + + f0p0k338 + + + f4p0k28 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + Chest x-XXXX, 2 views. XXXX at XXXX p.m. + + + + + + /hadoop/storage/radiology/extract/CXR1052_IM-0040-1002.jpg + + + 7 + + + + + + + + + f2p0k750 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1053.xml b/AKSHAYRAJAA/dataset/reports/1053.xml new file mode 100644 index 0000000000000000000000000000000000000000..5ec0dde88a31fb65f1e0f04aa7dd372927004453 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1053.xml @@ -0,0 +1,227 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX-year-old male status post CABG. + + There are postoperative changes of sternotomy and CABG. There is stable mild cardiomegaly. There are scattered XXXX of subsegmental atelectasis, decreased from the prior chest radiograph. No focal airspace consolidation. No pleural effusion or pneumothorax. There are minimal degenerative changes of the spine. + + 1. Scattered bilateral subsegmental atelectasis. Decreased from prior radiograph. 2. Stable mild cardiomegaly. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Cardiomegaly/mild + + Pulmonary Atelectasis/bilateral/scattered + + Spine/degenerative/mild + + atelectases + + degenerative change + + cabg + + sternotomy + + Atelectasis + + Cardiomegaly + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1053_IM-0040-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1053_IM-0040-3003.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1054.xml b/AKSHAYRAJAA/dataset/reports/1054.xml new file mode 100644 index 0000000000000000000000000000000000000000..3993e2c53bb9534d09386c24012c02493c4ec58a --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1054.xml @@ -0,0 +1,213 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX + + History of CHF + + Heart size is normal. Stable mediastinal contour. No focal airspace consolidation, suspicious pulmonary opacity, pneumothorax, or pleural effusion. Mild thoracic spine degenerative change. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Thoracic Vertebrae/degenerative/mild + + degenerative change + + + + + + F1 + + + PA and Lateral Chest. XXXX, XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1054_IM-0040-1001.jpg + + + 7 + + + + + + + + + f2p0k216 + + + f1p0k109 + + + f0p0k338 + + + f4p0k28 + + + f3p0k151 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest. XXXX, XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1054_IM-0040-1002.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k76 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1055.xml b/AKSHAYRAJAA/dataset/reports/1055.xml new file mode 100644 index 0000000000000000000000000000000000000000..a73724b92d7b78e1de5bbde6ecc6f6e2a2c947ef --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1055.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX year old with chest pain. + + The heart is normal in size and contour. The lungs are clear, without evidence of infiltrate. There is no pneumothorax or effusion. + + No acute cardiopulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + PA and lateral views of the Chest performed XXXX/XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1055_IM-0040-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k36 + + + f0p0k184 + + + f4p0k290 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + PA and lateral views of the Chest performed XXXX/XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1055_IM-0040-2001.jpg + + + 7 + + + + + + + + + f2p0k550 + + + f1p0k129 + + + f0p0k832 + + + f4p0k1271 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1056.xml b/AKSHAYRAJAA/dataset/reports/1056.xml new file mode 100644 index 0000000000000000000000000000000000000000..dc9dbed6be81ab2f87bb35dc30e545022b68fec0 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1056.xml @@ -0,0 +1,278 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX. + + XXXX loss of 20 XXXX. Smoking history. + + Normal heart size. Stable tortuous aorta. No pneumothorax or pleural effusion. No suspicious focal air space opacities. Levoscoliosis of the thoracolumbar spine. Hyperinflated lungs with flattened diaphragms are consistent with emphysematous lung changes. Prior granulomatous disease. + + Stable emphysematous lung changes. No acute abnormality seen. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Aorta/tortuous + + Scoliosis/lumbar vertebrae/left + + Scoliosis/thoracic vertebrae/left + + Lung/hyperdistention + + Diaphragm/flattened + + Pulmonary Emphysema + + Granulomatous Disease + + granulomatous disease + + tortuous aorta + + Aortic Diseases + + + + + + F1 + + + Frontal and lateral chest on XXXX at XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1056_IM-0040-1001.jpg + + + 7 + + + + + + + + + f2p0k750 + + + f1p0k36 + + + f0p0k338 + + + f4p0k1808 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Frontal and lateral chest on XXXX at XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1056_IM-0040-1002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k97 + + + f4p0k1808 + + + f3p0k230 + + + + + + + + + + + + + + + + F3 + + + Frontal and lateral chest on XXXX at XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1056_IM-0040-1003.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k666 + + + f4p0k1808 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1057.xml b/AKSHAYRAJAA/dataset/reports/1057.xml new file mode 100644 index 0000000000000000000000000000000000000000..805fc98f07d5479de24c6217a7a8d7648d598160 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1057.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + Testicular carcinoma + + The heart size and pulmonary vascularity appear within normal limits. The lungs are free of focal airspace disease. No pleural effusion or pneumothorax is seen. No discrete nodules or adenopathy identified. + + No evidence of active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1057_IM-0041-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k83 + + + f0p0k184 + + + f4p0k369 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1057_IM-0041-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1155 + + + f3p0k228 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1058.xml b/AKSHAYRAJAA/dataset/reports/1058.xml new file mode 100644 index 0000000000000000000000000000000000000000..1596bbabbb2ca3ee7c26f78d064b59023f858342 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1058.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX. + + Lung cancer. + + Heart size and pulmonary vascularity appear within normal limits. Innumerable bilateral lung nodules are present. These are seen diffusely throughout both lungs. No superimposed focal airspace disease is seen. No pleural effusion or pneumothorax is identified. Scoliosis is present. + + 1. Continued innumerable bilateral small lung nodules. No change. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Nodule/lung/bilateral/diffuse/multiple/small + + Scoliosis + + scolioses + + Lung Neoplasms + + + + + + F1 + + + PA and Lateral Chest X-XXXX dated XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1058_IM-0041-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + PA and Lateral Chest X-XXXX dated XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1058_IM-0041-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1059.xml b/AKSHAYRAJAA/dataset/reports/1059.xml new file mode 100644 index 0000000000000000000000000000000000000000..af3ac5e76baf50b7b76c144396d66e90fadfc2c4 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1059.xml @@ -0,0 +1,172 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX. + + History of pneumonia. Hemoptysis. + + Stable cardiomediastinal silhouette with tortuous aorta. Prior granulomatous disease. No pneumothorax or pleural effusion. Stable retrocardiac airspace opacity. + + Stable retrocardiac airspace opacity. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Aorta/tortuous + + Granulomatous Disease + + Opacity/retrocardiac + + granulomatous disease + + opacity + + tortuous aorta + + + + + + F1 + + + Frontal and lateral chest on XXXX XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1059_IM-0041-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/106.xml b/AKSHAYRAJAA/dataset/reports/106.xml new file mode 100644 index 0000000000000000000000000000000000000000..149cb69ae474fbafd2e9cd134ef116c927a26ad3 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/106.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX, XXXX on anterior midline chest for one knee are + + Heart size and mediastinal contour are normal. Pulmonary vascularity is normal. Lungs are clear. No pleural effusions or pneumothoraces. + + No acute cardiopulmonary process. If there is concern for soft tissue bone or bony abnormality of the thorax, XXXX. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR106_IM-0042-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR106_IM-0042-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k666 + + + f4p0k1133 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1060.xml b/AKSHAYRAJAA/dataset/reports/1060.xml new file mode 100644 index 0000000000000000000000000000000000000000..bf4541c3879072def4226ef3be88d195732e8d8d --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1060.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX + + Chest pain + + The cardiac contours are normal. The lungs are clear. Thoracic spondylosis. Mild dextrocurvature the spine. + + No acute process. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Spondylosis/thoracic vertebrae + + Scoliosis/right/mild + + Spinal Osteophytosis + + Thoracic Vertebrae + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1060_IM-0042-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k98 + + + f0p0k338 + + + f4p0k369 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1060_IM-0042-2001.jpg + + + 7 + + + + + + + + + f2p0k1598 + + + f1p0k36 + + + f0p0k184 + + + f4p0k1155 + + + f3p0k181 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1061.xml b/AKSHAYRAJAA/dataset/reports/1061.xml new file mode 100644 index 0000000000000000000000000000000000000000..eb9cbf53a2264af99247479689e6edffe62883b2 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1061.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + AP chest dated XXXX. Two views of the chest dated XXXX. + + XXXX-year-old was slurred speech and confusion. Could bulging 2 years ago. + + The heart, pulmonary XXXX and mediastinum are within normal limits. There is no pleural effusion or pneumothorax. There is no focal air space opacity to suggest a pneumonia. There is slight wedge XXXX deformity of the mid to lower thoracic vertebral body unchanged from the comparison study. + + No acute cardiopulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Deformity/thoracic vertebrae/mild + + deformity + + Thoracic Vertebrae + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1061_IM-0043-1001.jpg + + + 7 + + + + + + + + + f2p0k1034 + + + f1p0k122 + + + f0p0k338 + + + f4p0k28 + + + f3p0k238 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1061_IM-0043-2001.jpg + + + 7 + + + + + + + + + f2p0k754 + + + f1p0k75 + + + f0p0k994 + + + f4p0k1133 + + + f3p0k268 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1062.xml b/AKSHAYRAJAA/dataset/reports/1062.xml new file mode 100644 index 0000000000000000000000000000000000000000..c5761881cac5d427dc672c3b7764f06a84efc291 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1062.xml @@ -0,0 +1,162 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + none + + pt with XXXX, c/o pain r lower ribs + + XXXX XXXX and lateral chest examination was obtained. The heart silhouette is normal in size and contour. Aortic XXXX appear unremarkable. Lungs demonstrate no acute findings. There is no effusion or pneumothorax. No displaced rib fracture visualized. + + 1. No acute pulmonary disease. 2. No displaced rib fracture visualized. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + No Indexing + + + + + + F1 + + + Chest PA and lateral views. + + + + + + /hadoop/storage/radiology/extract/CXR1062_IM-0043-1001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k65 + + + f0p0k184 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1063.xml b/AKSHAYRAJAA/dataset/reports/1063.xml new file mode 100644 index 0000000000000000000000000000000000000000..d44ea02504d7155a28d67b2e8611445ec8fea896 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1063.xml @@ -0,0 +1,219 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest 2 views. XXXX. + + 491.21 + + There is minimal XXXX opacity in the left lung base, XXXX representing atelectasis. The lungs are otherwise clear. Heart size is normal. No pneumothorax. + + Left base atelectasis. Lungs otherwise clear. . + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/lung/base/left/mild + + Pulmonary Atelectasis/base/left + + atelectases + + opacity + + Atelectasis + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1063_IM-0044-84654001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k1282 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1063_IM-0044-84654002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k666 + + + f4p0k1155 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1064.xml b/AKSHAYRAJAA/dataset/reports/1064.xml new file mode 100644 index 0000000000000000000000000000000000000000..c335d0b7d8a368c6958dcd601c41ac86946418fb --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1064.xml @@ -0,0 +1,176 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX. + + XXXX-year-old female shortness of breath. History of fibrosing mediastinitis. + + There is stable elevation of the right hemidiaphragm with questionable increased right basilar airspace opacities. The left lung is clear. Heart size normal. XXXX unremarkable. + + Stable elevated right hemidiaphragm with questionable subtle increased right basilar airspace disease/atelectasis. Correlate clinically. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Diaphragm/right/elevated + + Opacity/lung/base/right + + Airspace Disease/lung/base/right + + Pulmonary Atelectasis/base/right + + atelectases + + opacity + + Atelectasis + + Diaphragm + + + + + + F1 + + + PA and lateral views of the chest XXXX hours XXXX, XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1064_IM-0045-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k98 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k138 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1065.xml b/AKSHAYRAJAA/dataset/reports/1065.xml new file mode 100644 index 0000000000000000000000000000000000000000..29391ea7da35bf16d6b92186455f8efef2a02779 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1065.xml @@ -0,0 +1,225 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest x-XXXX XXXX XXXX + + XXXX-year-old male, history of laryngeal carcinoma, surveillance + + There has been interval CABG. Sternotomy and XXXX cerclage XXXX appear intact. No focal air space opacity. No pleural effusion or pneumothorax. Stable, mild degenerative disc disease of the thoracic spine. Visualized bony structures are otherwise unremarkable in appearance. Atherosclerotic calcifications of the thoracic aorta. + + 1. Clear lungs. No acute chest findings. 2. Peripheral vascular disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Thoracic Vertebrae/degenerative/mild + + Atherosclerosis/aorta, thoracic + + degenerative disc diseases + + peripheral vascular disease + + cabg + + sternotomy + + Peripheral Vascular Disease + + Thoracic Aorta + + + + + + F1 + + + PA lateral chest x-XXXX XXXX, XXXX XXXX hours + + + + + + /hadoop/storage/radiology/extract/CXR1065_IM-0046-1001.jpg + + + 7 + + + + + + + + + f2p0k166 + + + f1p0k98 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + PA lateral chest x-XXXX XXXX, XXXX XXXX hours + + + + + + /hadoop/storage/radiology/extract/CXR1065_IM-0046-2001.jpg + + + 7 + + + + + + + + + f2p0k166 + + + f1p0k83 + + + f0p0k1179 + + + f4p0k28 + + + f3p0k151 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1066.xml b/AKSHAYRAJAA/dataset/reports/1066.xml new file mode 100644 index 0000000000000000000000000000000000000000..d8e4b0b1574ca1f600a94bb6776cd2214c88e7e5 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1066.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX + + Sarcoidosis + + + + Clear lungs. No discrete adenopathy or significant scarring. No active pulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1066_IM-0047-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k112 + + + f0p0k338 + + + f4p0k1317 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1066_IM-0047-2001.jpg + + + 7 + + + + + + + + + f2p0k529 + + + f1p0k109 + + + f0p0k593 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1067.xml b/AKSHAYRAJAA/dataset/reports/1067.xml new file mode 100644 index 0000000000000000000000000000000000000000..0f2d57b807c7b48d8c3ae8510ce8fe2e312f1348 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1067.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + XXXX-year-old male with chest pain + + Lungs are clear without focal consolidation, effusion, or pneumothorax. Normal heart size. No suspicious pulmonary nodules or masses. Bony thorax and soft tissues grossly unremarkable. + + No radiographic evidence of acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Chest x-XXXX XXXX and lateral, XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1067_IM-0048-1001.jpg + + + 7 + + + + + + + + + f2p0k1297 + + + f1p0k65 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k238 + + + + + + + + + + + + + + + + F2 + + + Chest x-XXXX XXXX and lateral, XXXX + + + + + + /hadoop/storage/radiology/extract/CXR1067_IM-0048-2001.jpg + + + 7 + + + + + + + + + f2p0k1056 + + + f1p0k151 + + + f0p0k518 + + + f4p0k1142 + + + f3p0k238 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1068.xml b/AKSHAYRAJAA/dataset/reports/1068.xml new file mode 100644 index 0000000000000000000000000000000000000000..b0b4fabbdeaa94314ec07f91645dc1c5e10923df --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1068.xml @@ -0,0 +1,113 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + Chest congestion + + Heart size and pulmonary vascularity are within normal limits. No focal infiltrate, pneumothorax or pleural effusion is identified. + + No active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1069.xml b/AKSHAYRAJAA/dataset/reports/1069.xml new file mode 100644 index 0000000000000000000000000000000000000000..18af0bbde3edfc03d60b9f27ee18a9093a675e79 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1069.xml @@ -0,0 +1,176 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest x-XXXX XXXX, XXXX. + + XXXX-year-old woman with chest pain. + + Heart size within normal limits. There is mild hyperexpansion with flattening diaphragms and bronchovascular crowding in the lung bases compatible with emphysema. Negative for focal pulmonary consolidation, pleural effusion, or pneumothorax. + + No acute abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hyperdistention/mild + + Diaphragm/bilateral/flattened + + Markings/lung/base/bilateral/bronchovascular + + Pulmonary Emphysema/base/bilateral + + emphysemas + + hyperexpansion + + Lung Diseases + + Pulmonary Emphysema + + + + + + F1 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1069_IM-0049-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k65 + + + f0p0k338 + + + f4p0k1972 + + + f3p0k223 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/107.xml b/AKSHAYRAJAA/dataset/reports/107.xml new file mode 100644 index 0000000000000000000000000000000000000000..01b042b48474dce8eb5e101b72518288e3ba0e88 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/107.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Two-view chest radiograph dated XXXX, XXXX. + + XXXX-year-old woman with chest pain. + + The lungs are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality. + + No acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + PA and lateral chest x-XXXX dated XXXX, XXXX at XXXX p.m.. + + + + + + /hadoop/storage/radiology/extract/CXR107_IM-0049-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k137 + + + f0p0k338 + + + f4p0k257 + + + f3p0k223 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest x-XXXX dated XXXX, XXXX at XXXX p.m.. + + + + + + /hadoop/storage/radiology/extract/CXR107_IM-0049-2001.jpg + + + 7 + + + + + + + + + f2p0k726 + + + f1p0k147 + + + f0p0k558 + + + f4p0k1142 + + + f3p0k138 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1070.xml b/AKSHAYRAJAA/dataset/reports/1070.xml new file mode 100644 index 0000000000000000000000000000000000000000..3a469e1fb49156883a04ba887af903efe8e73444 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1070.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX. XXXX. Right-sided injury. + + There is abnormal separation of the right XXXX XXXX. This is age-indeterminate. Corticated bony density over the lateral aspect of the clavicle may reflect sequela of old remote XXXX. The cardia mediastinal silhouette, pulmonary vascular pattern are normal. No pneumothorax. No pleural effusion. No pulmonary edema . There is minimal endplate degenerative changes of the midthoracic spine. Partial obscuration retrosternal space due to overlying XXXX. + + 1. There is abnormal separation of right XXXX XXXX, question very acute versus chronic injury. Correlate for focal pain. If indicated consider dedicated right shoulder films. 2. No acute cortical artery disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Thoracic Vertebrae/degenerative/mild + + Deformity/clavicle/right + + degenerative change + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1070_IM-0050-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k517 + + + f4p0k369 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1070_IM-0050-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k75 + + + f0p0k447 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1071.xml b/AKSHAYRAJAA/dataset/reports/1071.xml new file mode 100644 index 0000000000000000000000000000000000000000..2e5c087465e73a3d6c09d10f99b30c2638f5caa3 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1071.xml @@ -0,0 +1,166 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest x-XXXX XXXX and lateral from XXXX. + + XXXX year old male with rib XXXX pain. + + The heart is normal in size. The pulmonary vascularity is within normal limits in appearance. The patient is mildly rotated. No focal consolidations, pneumothorax or pleural effusions. Mild degenerative changes of the thoracic spine. No acute displaced fractures. + + No acute cardiopulmonary abnormalities. No acute displaced fractures. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Technical Quality of Image Unsatisfactory + + Thoracic Vertebrae/degenerative/mild + + degenerative change + + + + + + F2 + + + Chest x-XXXX XXXX and lateral performed on XXXX, XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1071_IM-0051-2001.jpg + + + 7 + + + + + + + + + f2p0k1056 + + + f1p0k151 + + + f0p0k518 + + + f4p0k1142 + + + f3p0k132 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1072.xml b/AKSHAYRAJAA/dataset/reports/1072.xml new file mode 100644 index 0000000000000000000000000000000000000000..6f7782dc3d9c13670d43eeb8bd2ac455b290f37b --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1072.xml @@ -0,0 +1,221 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + PA and lateral chest XXXX. + + XXXX year old syncopal episode tonight. + + The heart and mediastinal contours are stable. Aorta is calcified and tortuous, compatible with atherosclerotic disease. Since the prior study, there's been interval development of left lower lobe airspace disease. The right lung is clear. + + 1. Interval development of left lower lobe airspace disease. This may be due to atelectasis or infiltrate. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Aorta/tortuous + + Atherosclerosis/aorta + + Airspace Disease/lung/lower lobe/left + + atelectases + + infiltrates + + Atelectasis + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1072_IM-0052-1001-0001.jpg + + + 7 + + + + + + + + + f2p0k754 + + + f1p0k75 + + + f0p0k813 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1072_IM-0052-1001-0002.jpg + + + 7 + + + + + + + + + f2p0k1056 + + + f1p0k36 + + + f0p0k338 + + + f4p0k28 + + + f3p0k238 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1073.xml b/AKSHAYRAJAA/dataset/reports/1073.xml new file mode 100644 index 0000000000000000000000000000000000000000..3fd8e87be3385926f85e09f449edd27f5ac0682a --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1073.xml @@ -0,0 +1,229 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX,009 + + XXXX-year-old woman with dyspnea. + + The lungs are hyperexpanded, with flattened diaphragms. The cardiomediastinal silhouette is normal in size and stable from prior exam. There is mild tortuosity of the thoracic aorta. There is no pneumothorax or large pleural effusion. There are degenerative changes of the thoracic spine. + + 1. No acute cardiopulmonary abnormality. 2. Chronic changes consistent with emphysema. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hyperdistention + + Diaphragm/flattened + + Aorta, Thoracic/tortuous/mild + + Thoracic Vertebrae/degenerative + + Pulmonary Emphysema + + degenerative change + + emphysemas + + Emphysema + + Pulmonary Emphysema + + Thoracic Aorta + + + + + + F1 + + + PA and lateral views of the chest XXXX, XXXX at XXXX hours + + + + + + /hadoop/storage/radiology/extract/CXR1073_IM-0053-1001.jpg + + + 7 + + + + + + + + + f2p0k1093 + + + f1p0k83 + + + f0p0k184 + + + f4p0k369 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + PA and lateral views of the chest XXXX, XXXX at XXXX hours + + + + + + /hadoop/storage/radiology/extract/CXR1073_IM-0053-2001.jpg + + + 7 + + + + + + + + + f2p0k1034 + + + f1p0k36 + + + f0p0k846 + + + f4p0k1972 + + + f3p0k305 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1074.xml b/AKSHAYRAJAA/dataset/reports/1074.xml new file mode 100644 index 0000000000000000000000000000000000000000..56806df83d54720a002f70f9a825c6ec3b856680 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1074.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX. + + XXXX-year-old woman with chest pain. + + The cardiomediastinal silhouette is stable. Lung volumes remain low. There is no pleural line to suggest pneumothorax or costophrenic XXXX blunting to suggest large pleural effusion. Bony structures are within normal limits. + + Low lung volumes. No acute cardiopulmonary findings. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + + + + + F1 + + + Chest radiograph PA and lateral. + + + + + + /hadoop/storage/radiology/extract/CXR1074_IM-0054-1001.jpg + + + 7 + + + + + + + + + f2p0k1362 + + + f1p0k98 + + + f0p0k1055 + + + f4p0k1972 + + + f3p0k238 + + + + + + + + + + + + + + + + F2 + + + Chest radiograph PA and lateral. + + + + + + /hadoop/storage/radiology/extract/CXR1074_IM-0054-2001.jpg + + + 7 + + + + + + + + + f2p0k39 + + + f1p0k2 + + + f0p0k666 + + + f4p0k1972 + + + f3p0k84 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1075.xml b/AKSHAYRAJAA/dataset/reports/1075.xml new file mode 100644 index 0000000000000000000000000000000000000000..df5e34c9330a12c7b9105a30db1aca4e0f007ec8 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1075.xml @@ -0,0 +1,241 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX of the chest dated XXXX, XXXX 11 from XXXX. + + Shortness of breath. + + Lungs are hyperinflated with interstitial changes of severe emphysema. There is an ill-defined pleural parenchymal opacity in the left upper lobe. This may represent scarring but is incompletely evaluated on the outside study, without coronal and sagittal reformats. There is mild XXXX scarring and/or atelectasis in the lung bases. Lungs otherwise grossly clear. There is no pneumothorax or pleural effusion. Heart size is normal. There are mild degenerative endplate changes in the thoracic spine. There is generalized osteopenia. + + 1. Severe emphysema. 2. Irregular, pleural-parenchymal opacity in left upper lobe. This may irregular pleural-parenchymal scarring, however, recommend comparison with more remote outside imaging, if available to determine long-term stability. If none are available, recommend short-term XXXX in 3 to 4 months. Evaluation of coronal and sagittal reformatted images from the outside study would also be helpful. These were not XXXX available at the outside institution. Malignancy cannot be confidently excluded on the available images. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hyperdistention + + Pulmonary Emphysema/severe + + Opacity/pleura/upper lobe/left/irregular + + Cicatrix/lung/base/bilateral/mild + + Pulmonary Atelectasis/base/bilateral/mild + + Thoracic Vertebrae/degenerative/mild + + Bone Diseases, Metabolic + + atelectases + + emphysemas + + generalized osteopenia + + opacity + + scarring + + Atelectasis + + Emphysema + + Pulmonary Emphysema + + Scarring + + + + + + F1 + + + PA and lateral views of the chest dated XXXX, XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1075_IM-0054-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k1282 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + PA and lateral views of the chest dated XXXX, XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1075_IM-0054-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k518 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1076.xml b/AKSHAYRAJAA/dataset/reports/1076.xml new file mode 100644 index 0000000000000000000000000000000000000000..a8f84b2581f873e395189676b222605eddc7215d --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1076.xml @@ -0,0 +1,235 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None available. + + INDICATION: SHORT OF BREATH; -- Admit Comments: UTI PERSISTENT XXXX + + There is opacity at posterior aspect of lower chest seen on lateral view which probably represents left lower lobe consolidation. There may also be small bilateral pleural effusion. Upper limits of normal heart size. Mild central vascular prominence. Old fracture deformities of multiple right ribs. + + 1. Question of left lower lobe pneumonia and/or pleural effusion. 2. Borderline heart size with mild central vascular congestive changes. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/thorax/posterior + + Consolidation/lung/lower lobe/left + + Pulmonary Congestion/mild + + Fractures, Bone/ribs/right/multiple/healed + + Deformity/ribs/right/multiple/healed + + Cardiomegaly/borderline + + bilateral pleural effusion + + deformity + + fracture + + left lower lobe pneumonia + + opacity + + Pleural Effusion + + Pneumonia + + + + + + F1 + + + Xray Chest PA and Lateral - XRXXXX + + + + + + /hadoop/storage/radiology/extract/CXR1076_IM-0054-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k1282 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral - XRXXXX + + + + + + /hadoop/storage/radiology/extract/CXR1076_IM-0054-3001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k129 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k230 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1077.xml b/AKSHAYRAJAA/dataset/reports/1077.xml new file mode 100644 index 0000000000000000000000000000000000000000..a3e2cbaa5b6a120c7a56ae6a71c4c187e33bfc96 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1077.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + XXXX, XXXX. + + XXXX + + The heart and lungs have XXXX XXXX in the interval. Both lungs are clear and expanded. Heart and mediastinum normal. + + No active disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + No Indexing + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1077_IM-0054-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k33 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1077_IM-0054-2001.jpg + + + 7 + + + + + + + + + f2p0k220 + + + f1p0k33 + + + f0p0k184 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1078.xml b/AKSHAYRAJAA/dataset/reports/1078.xml new file mode 100644 index 0000000000000000000000000000000000000000..71e1bbc3cb83c465124b1c58568647fd430b70f2 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1078.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + Pain with XXXX in the chest for one XXXX + + The lungs are clear. There is no pleural effusion or pneumothorax. The heart and mediastinum are normal. The skeletal structures are normal. + + No acute pulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1078_IM-0055-1001.jpg + + + 7 + + + + + + + + + f2p0k1489 + + + f1p0k98 + + + f0p0k338 + + + f4p0k290 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1078_IM-0055-2001.jpg + + + 7 + + + + + + + + + f2p0k1013 + + + f1p0k5 + + + f0p0k97 + + + f4p0k2450 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1079.xml b/AKSHAYRAJAA/dataset/reports/1079.xml new file mode 100644 index 0000000000000000000000000000000000000000..edab158d020ea04a891f0fe8ac361d047d5ddeab --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1079.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + Status post assault. Altered mental status and upper thoracic hematoma + + There are low lung volumes. The heart size and upper mediastinum have a normal appearance. There is no pulmonary vascular congestion. There is minimal right basilar atelectasis. There is no large effusion or pneumothorax. The osseous structures appear intact. + + Low lung volume exam demonstrates small amount of right basilar atelectasis. There is no acute consolidation or pneumothorax. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + Pulmonary Atelectasis/base/right/mild + + atelectases + + Atelectasis + + + + + + F1 + + + Frontal and lateral views of the chest was obtained on XXXX, XXXX at XXXX a.m. There are no prior studies for comparison. + + + + + + /hadoop/storage/radiology/extract/CXR1079_IM-0056-1001.jpg + + + 7 + + + + + + + + + f2p0k39 + + + f1p0k98 + + + f0p0k833 + + + f4p0k1972 + + + f3p0k138 + + + + + + + + + + + + + + + + F2 + + + Frontal and lateral views of the chest was obtained on XXXX, XXXX at XXXX a.m. There are no prior studies for comparison. + + + + + + /hadoop/storage/radiology/extract/CXR1079_IM-0056-2001.jpg + + + 7 + + + + + + + + + f2p0k773 + + + f1p0k151 + + + f0p0k953 + + + f4p0k28 + + + f3p0k328 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/108.xml b/AKSHAYRAJAA/dataset/reports/108.xml new file mode 100644 index 0000000000000000000000000000000000000000..d925c5c9f3d63c38172e2f04ceccca55294b66e5 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/108.xml @@ -0,0 +1,217 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None + + XXXX x3 weeks and history of bronchitis + + The heart is normal in size. The mediastinum is Within normal limits the lungs are hypoinflated. There is mild increase in perihilar markings XXXX related to patient's history bronchitis. No acute infiltrate or pleural effusion are seen. + + Low lung volumes with increased lung markings particularly in the left perihilar region XXXX related to history of bronchitis. No acute infiltrate. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + Markings/lung/hilum + + bronchitis + + Bronchitis + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL + + + + + + /hadoop/storage/radiology/extract/CXR108_IM-0056-1001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k338 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL + + + + + + /hadoop/storage/radiology/extract/CXR108_IM-0056-1002.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k36 + + + f0p0k518 + + + f4p0k1133 + + + f3p0k277 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1080.xml b/AKSHAYRAJAA/dataset/reports/1080.xml new file mode 100644 index 0000000000000000000000000000000000000000..fbda45e64eec05a7ea9fd343a5c7089098892e9a --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1080.xml @@ -0,0 +1,135 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Portable chest x-XXXX dated XXXX. + + XXXX-year-old female shortness of breath. + + There is a pacemaker left chest wall with stable intact XXXX placement. Heart size is enlarged. Calcifications are seen within the aortic XXXX. The mediastinal contour is within normal limits. There is a left basilar and retrocardiac opacity. There are no nodules or masses. No visible pneumothorax. No visible pleural fluid. The XXXX are grossly normal. There is no visible free intraperitoneal air under the diaphragm. + + 1. Stable cardiomegaly with left basilar infiltrate versus atelectasis. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Implanted Medical Device/left + + Cardiomegaly + + Calcinosis/aorta + + Opacity/lung/base/left + + Opacity/retrocardiac + + Infiltrate/lung/base/left + + Pulmonary Atelectasis/base/left + + atelectases + + infiltrates + + opacity + + Atelectasis + + Cardiomegaly + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1081.xml b/AKSHAYRAJAA/dataset/reports/1081.xml new file mode 100644 index 0000000000000000000000000000000000000000..0f05daa8fa01e9bbe53d98e4934b1dad43e0cdf6 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1081.xml @@ -0,0 +1,170 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + Smoking history + + The lungs are hyperexpanded. Heart size normal. No mass or focal opacities seen. Stable degenerative changes of the thoracic spine. + + 1. No acute cardiopulmonary process. 2. Emphysematous changes in the lungs. . + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hyperdistention + + Thoracic Vertebrae/degenerative + + Pulmonary Emphysema + + degenerative change + + Pulmonary Emphysema + + + + + + F1 + + + Xray Chest PA and Lateral + + + + + + /hadoop/storage/radiology/extract/CXR1081_IM-0057-2002.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1082.xml b/AKSHAYRAJAA/dataset/reports/1082.xml new file mode 100644 index 0000000000000000000000000000000000000000..8f2ef5aee0fff86f51baf352fe0c561d7f6c2829 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1082.xml @@ -0,0 +1,170 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + Chest x-XXXX XXXX and lateral from XXXX. + + XXXX year old female with abdominal pain. + + Stable cardiomegaly. Stable tortuosity of the aorta. No focal airspace opacities, pneumothorax or pleural effusion. Mild degenerative changes of the thoracic spine. + + Stable cardiomegaly with clear lungs. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Cardiomegaly + + Aorta/tortuous + + Thoracic Vertebrae/degenerative/mild + + degenerative change + + Cardiomegaly + + + + + + F1 + + + Chest x-XXXX XXXX and lateral performed on XXXX, XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1082_IM-0058-1001.jpg + + + 7 + + + + + + + + + f2p0k1637 + + + f1p0k98 + + + f0p0k184 + + + f4p0k1731 + + + f3p0k138 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1083.xml b/AKSHAYRAJAA/dataset/reports/1083.xml new file mode 100644 index 0000000000000000000000000000000000000000..19f514c43ac93dbf8edb081acdbc5af4f1007dc8 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1083.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Chest pain. + + Frontal and lateral views of the chest show normal size and configuration of the cardiac silhouette. Normal mediastinal contour, pulmonary XXXX and vasculature, central airways and aeration of the lungs. No pleural effusion. There are gastroesophageal junction and epigastric postsurgical changes. + + No acute or active cardiac, pulmonary or pleural disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + CHEST, Two (2) Views XXXX, XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1083_IM-0058-1001.jpg + + + 7 + + + + + + + + + f2p0k680 + + + f1p0k137 + + + f0p0k184 + + + f4p0k2450 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + CHEST, Two (2) Views XXXX, XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1083_IM-0058-2001.jpg + + + 7 + + + + + + + + + f2p0k706 + + + f1p0k36 + + + f0p0k666 + + + f4p0k2423 + + + f3p0k95 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1084.xml b/AKSHAYRAJAA/dataset/reports/1084.xml new file mode 100644 index 0000000000000000000000000000000000000000..6c6d7743bbdb8147bc83e0ff6d0c81b4cab4c7e7 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1084.xml @@ -0,0 +1,211 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + SOB WITH XXXX + + The trachea is midline. The cardiomediastinal silhouette is normal. The lungs are clear, without evidence of acute infiltrate or effusion. There is no pneumothorax. The visualized bony structures reveal no acute abnormalities. + + + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + normal + + + + + + F1 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1084_IM-0058-1001.jpg + + + 7 + + + + + + + + + f2p0k166 + + + f1p0k36 + + + f0p0k338 + + + f4p0k257 + + + f3p0k277 + + + + + + + + + + + + + + + + F2 + + + CHEST 2V FRONTAL/LATERAL XXXX, XXXX XXXX PM + + + + + + /hadoop/storage/radiology/extract/CXR1084_IM-0058-2001.jpg + + + 7 + + + + + + + + + f2p0k706 + + + f1p0k36 + + + f0p0k518 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1085.xml b/AKSHAYRAJAA/dataset/reports/1085.xml new file mode 100644 index 0000000000000000000000000000000000000000..820250777243b3ed0d235c71ef6d35d6b7a55890 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1085.xml @@ -0,0 +1,221 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX-year-old woman with syncopal episode.. + + The lungs demonstrate low lung volumes but are clear bilaterally. Specifically, no evidence of focal consolidation, pneumothorax, or pleural effusion.. Mild streaky opacities in the left upper lobe on frontal projection are XXXX atelectatic or scar. Cardio mediastinal silhouette is unremarkable. Visualized osseous structures of the thorax are without acute abnormality. + + Low lung volumes without acute cardiopulmonary abnormality. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Lung/hypoinflation + + Opacity/lung/upper lobe/left/streaky/mild + + Cicatrix/lung/upper lobe/left + + Pulmonary Atelectasis/upper lobe/left + + opacity + + scar + + + + + + F1 + + + PA and lateral chest x-XXXX dated XXXX, XXXX at XXXX p.m.. + + + + + + /hadoop/storage/radiology/extract/CXR1085_IM-0059-1001.jpg + + + 7 + + + + + + + + + f2p0k1162 + + + f1p0k98 + + + f0p0k97 + + + f4p0k290 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + PA and lateral chest x-XXXX dated XXXX, XXXX at XXXX p.m.. + + + + + + /hadoop/storage/radiology/extract/CXR1085_IM-0059-2001.jpg + + + 7 + + + + + + + + + f2p0k103 + + + f1p0k160 + + + f0p0k518 + + + f4p0k2450 + + + f3p0k340 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1086.xml b/AKSHAYRAJAA/dataset/reports/1086.xml new file mode 100644 index 0000000000000000000000000000000000000000..69baf12f21e528244ffc1677bb6f4808b0d68f2c --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1086.xml @@ -0,0 +1,215 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + Right-sided chest pain yesterday, worse 1 hour ago. + + The cardiomediastinal silhouette and pulmonary vasculature are within normal limits in size. The lungs are clear of focal airspace disease, pneumothorax, or pleural effusion. There is corticated irregularity of the right posterior 5th rib, XXXX secondary to old rib fracture. There are no gross acute bony findings. + + No acute cardiopulmonary findings. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Deformity/ribs/right/posterior + + Fractures, Bone/ribs/right/healed + + rib fracture + + + + + + F1 + + + PA and lateral views of the chest dated XXXX, XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1086_IM-0059-1001.jpg + + + 7 + + + + + + + + + f2p0k832 + + + f1p0k65 + + + f0p0k338 + + + f4p0k1808 + + + f3p0k181 + + + + + + + + + + + + + + + + F2 + + + PA and lateral views of the chest dated XXXX, XXXX. + + + + + + /hadoop/storage/radiology/extract/CXR1086_IM-0059-2001.jpg + + + 7 + + + + + + + + + f2p0k377 + + + f1p0k151 + + + f0p0k518 + + + f4p0k1155 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1087.xml b/AKSHAYRAJAA/dataset/reports/1087.xml new file mode 100644 index 0000000000000000000000000000000000000000..a7d50511efd3917ce22af2d22d71cff0d66504ea --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1087.xml @@ -0,0 +1,225 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + + + XXXX XXXX and flulike symptoms. + + There is a calcified granuloma in the left upper lobe. Lungs otherwise are believed to be clear. The heart is normal. There are calcified left hilar and mediastinal lymph XXXX. The skeletal structures show some senescent changes. + + Old granulomatous disease. No acute pulmonary disease. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Calcified Granuloma/lung/upper lobe/left + + Calcinosis/lung/hilum/lymph nodes/left + + Calcinosis/mediastinum/lymph nodes + + Granulomatous Disease + + calcified granuloma + + granulomatous disease + + Granuloma + + Lymph Nodes + + + + + + F1 + + + PA and lateral chest XXXX, XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1087_IM-0060-1002001.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k857 + + + f4p0k2450 + + + f3p0k74 + + + + + + + + + + + + + + + + F3 + + + PA and lateral chest XXXX, XXXX at XXXX hours. + + + + + + /hadoop/storage/radiology/extract/CXR1087_IM-0060-1004003.jpg + + + 7 + + + + + + + + + f2p0k710 + + + f1p0k137 + + + f0p0k518 + + + f4p0k369 + + + f3p0k51 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/dataset/reports/1088.xml b/AKSHAYRAJAA/dataset/reports/1088.xml new file mode 100644 index 0000000000000000000000000000000000000000..0a797d27f2ef03e7b35915c96aefd42fc1de20a2 --- /dev/null +++ b/AKSHAYRAJAA/dataset/reports/1088.xml @@ -0,0 +1,227 @@ + + + + + + CXR + + open-access + http://creativecommons.org/licenses/by-nc-nd/4.0/ + byncnd + + 2013-08-01 + XR + Indiana University + Indiana University Chest X-ray Collection + The data are drawn from multiple hospital systems. + pulmonary diseases + CXR + + +
+ + + + + + + + 2013 + + 08 + + 01 + + + + + + + + Indiana University Chest X-ray Collection + + + + None. + + XXXX-year-old XXXX, dyspnea, tachycardic. + + Heart is within normal limits. Negative for focal pulmonary consolidation, pleural effusion, or pneumothorax. Mild streaky opacity lateral right lung, atelectasis versus scarring. + + Small streaky opacity lateral right lung, subsegmental atelectasis versus scarring. + + + + Indiana University + + + + + + Kohli + + Marc + + MD + + + + + + Rosenman + + Marc + + M + + + + + + eng + + + + Radiology Report + + + + + + 2013 + + 08 + + 01 + + + +
+ + Indiana University Chest X-ray Collection + + Marc David Kohli MD + + Marc Rosenman M + + + + + Opacity/lung/right/streaky/mild + + Cicatrix/lung/right + + Pulmonary Atelectasis/right + + atelectases + + opacity + + scarring + + Atelectasis + + Lung Diseases + + Scarring + + + + + + F1 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1088_IM-0061-1001.jpg + + + 7 + + + + + + + + + f2p0k150 + + + f1p0k137 + + + f0p0k184 + + + f4p0k1282 + + + f3p0k74 + + + + + + + + + + + + + + + + F2 + + + Chest radiographs, 2 XXXX and lateral + + + + + + /hadoop/storage/radiology/extract/CXR1088_IM-0061-2001.jpg + + + 7 + + + + + + + + + f2p0k220 + + + f1p0k36 + + + f0p0k666 + + + f4p0k2423 + + + f3p0k74 + + + + + + + + + + + + + \ No newline at end of file diff --git a/AKSHAYRAJAA/eval.py b/AKSHAYRAJAA/eval.py new file mode 100644 index 0000000000000000000000000000000000000000..9165f6fedfa45b51e3ad0ed5ab402ea94dddb4bb --- /dev/null +++ b/AKSHAYRAJAA/eval.py @@ -0,0 +1,62 @@ +import config +import utils +import numpy as np + +from tqdm import tqdm +from nltk.translate.bleu_score import sentence_bleu + + +def check_accuracy(dataset, model): + print('=> Testing') + + model.eval() + + bleu1_score = [] + bleu2_score = [] + bleu3_score = [] + bleu4_score = [] + + for image, caption in tqdm(dataset): + image = image.to(config.DEVICE) + + generated = model.generate_caption(image.unsqueeze(0), max_length=len(caption.split(' '))) + + bleu1_score.append( + sentence_bleu([caption.split()], generated, weights=(1, 0, 0, 0)) + ) + + bleu2_score.append( + sentence_bleu([caption.split()], generated, weights=(0.5, 0.5, 0, 0)) + ) + + bleu3_score.append( + sentence_bleu([caption.split()], generated, weights=(0.33, 0.33, 0.33, 0)) + ) + + bleu4_score.append( + sentence_bleu([caption.split()], generated, weights=(0.25, 0.25, 0.25, 0.25)) + ) + + print(f'=> BLEU 1: {np.mean(bleu1_score)}') + print(f'=> BLEU 2: {np.mean(bleu2_score)}') + print(f'=> BLEU 3: {np.mean(bleu3_score)}') + print(f'=> BLEU 4: {np.mean(bleu4_score)}') + + +def main(): + all_dataset = utils.load_dataset(raw_caption=True) + + model = utils.get_model_instance(all_dataset.vocab) + + utils.load_checkpoint(model) + + _, test_dataset = utils.train_test_split(dataset=all_dataset) + + check_accuracy( + test_dataset, + model + ) + + +if __name__ == '__main__': + main() diff --git a/AKSHAYRAJAA/gitignore.txt b/AKSHAYRAJAA/gitignore.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed258a8a5ad38e0e7d9d56528b5a4ddf4068f612 --- /dev/null +++ b/AKSHAYRAJAA/gitignore.txt @@ -0,0 +1,4 @@ +__pycache__ +.idea +checkpoints +dataset \ No newline at end of file diff --git a/AKSHAYRAJAA/gui.py b/AKSHAYRAJAA/gui.py new file mode 100644 index 0000000000000000000000000000000000000000..fa404c6feb54132b3320c284c6ac0cfaca27ba55 --- /dev/null +++ b/AKSHAYRAJAA/gui.py @@ -0,0 +1,92 @@ +import config +import utils +import numpy as np + +from tkinter import * +from PIL import Image, ImageTk +from tkinter import filedialog + + +label = None +image = None +model = None + +def choose_image(): + global label, image + + path = filedialog.askopenfilename(initialdir='images', title='Select Photo') + + screen = Toplevel(root) + screen.title('Report Generator') + + ff1 = Frame(screen, bg='grey', borderwidth=6, relief=GROOVE) + ff1.pack(side=TOP,fill=X) + + ff2 = Frame(screen, bg='grey', borderwidth=6, relief=GROOVE) + ff2.pack(side=TOP, fill=X) + + ff4 = Frame(screen, bg='grey', borderwidth=6, relief=GROOVE) + ff4.pack(side=TOP, fill=X) + + ff3 = Frame(screen, bg='grey', borderwidth=6, relief=GROOVE) + ff3.pack(side=TOP, fill=X) + + Label(ff1, text='Select X-Ray', fg='white', bg='grey', font='Helvetica 16 bold').pack() + + original_img = Image.open(path).convert('L') + + image = np.array(original_img) + image = np.expand_dims(image, axis=-1) + image = image.repeat(3, axis=-1) + + image = config.basic_transforms(image=image)['image'] + + photo = ImageTk.PhotoImage(original_img) + + Label(ff2, image=photo).pack() + label = Label(ff4, text='', fg='blue', bg='gray', font='Helvetica 16 bold') + label.pack() + + Button(ff3, text='Generate Report', bg='violet', command=generate_report, height=2, width=20, font='Helvetica 16 bold').pack(side=LEFT) + Button(ff3, text='Quit', bg='red', command=quit_gui, height=2, width=20, font='Helvetica 16 bold').pack() + + screen.bind('', lambda event: label.configure(wraplength=label.winfo_width())) + screen.mainloop() + +def generate_report(): + global label, image, model + + model.eval() + + image = image.to(config.DEVICE) + + report = model.generate_caption(image.unsqueeze(0), max_length=25) + + label.config(text=report, fg='violet', bg='green', font='Helvetica 16 bold', width=40) + label.update_idletasks() + +def quit_gui(): + root.destroy() + +root = Tk() +root.title('Chest X-Ray Report Generator') + +f1 = Frame(root, bg='grey', borderwidth=6, relief=GROOVE) +f1.pack(side=TOP, fill=X) + +f2 = Frame(root, bg='grey', borderwidth=6, relief=GROOVE) +f2.pack(side=TOP, fill=X) + +Label(f1, text='Welcome to Chest X-Ray Report Generator', fg='white', bg='grey', font='Helvetica 16 bold').pack() + +btn1 = Button(root, text='Choose Chest X-Ray', command=choose_image, height=2, width=20, bg='blue', font="Helvetica 16 bold", pady=10) +btn1.pack() + +Button(root, text='Quit', command=quit_gui, height=2, width=20, bg='violet', font='Helvetica 16 bold', pady=10).pack() + +if __name__ == '__main__': + model = utils.get_model_instance(utils.load_dataset().vocab) + + utils.load_checkpoint(model) + + root.mainloop() \ No newline at end of file diff --git a/AKSHAYRAJAA/inference.py b/AKSHAYRAJAA/inference.py new file mode 100644 index 0000000000000000000000000000000000000000..7b638ebe436a5694ac97525b579918dc794f63bc --- /dev/null +++ b/AKSHAYRAJAA/inference.py @@ -0,0 +1,88 @@ +import os +import torch +import config +from utils import ( + load_dataset, + get_model_instance, + load_checkpoint, + can_load_checkpoint, + normalize_text, +) +from PIL import Image +import torchvision.transforms as transforms + +# Define device +DEVICE = 'cpu' + +# Define image transformations (adjust based on training setup) +TRANSFORMS = transforms.Compose([ + transforms.Resize((224, 224)), # Replace with your model's expected input size + transforms.ToTensor(), + transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]), +]) + + +def load_model(): + """ + Loads the model with the vocabulary and checkpoint. + """ + print("Loading dataset and vocabulary...") + dataset = load_dataset() # Load dataset to access vocabulary + vocabulary = dataset.vocab # Assuming 'vocab' is an attribute of the dataset + + print("Initializing the model...") + model = get_model_instance(vocabulary) # Initialize the model + + if can_load_checkpoint(): + print("Loading checkpoint...") + load_checkpoint(model) + else: + print("No checkpoint found, starting with untrained model.") + + model.eval() # Set the model to evaluation mode + print("Model is ready for inference.") + return model + + +def preprocess_image(image_path): + """ + Preprocess the input image for the model. + """ + print(f"Preprocessing image: {image_path}") + image = Image.open(image_path).convert("RGB") # Ensure RGB format + image = TRANSFORMS(image).unsqueeze(0) # Add batch dimension + return image.to(DEVICE) + + +def generate_report(model, image_path): + """ + Generates a report for a given image using the model. + """ + image = preprocess_image(image_path) + + print("Generating report...") + with torch.no_grad(): + # Assuming the model has a 'generate_caption' method + output = model.generate_caption(image, max_length=25) + report = " ".join(output) + + print(f"Generated report: {report}") + return report + + +if __name__ == "__main__": + # Path to the checkpoint file + CHECKPOINT_PATH = config.CHECKPOINT_FILE # Ensure config.CHECKPOINT_FILE is correctly set + + # Path to the input image + IMAGE_PATH = "D:\AKSHAYRAJAA\dataset\images\CXR387_IM-1962-1001.png" # Replace with your image path + + # Load the model + model = load_model() + + # Ensure the image exists before inference + if os.path.exists(IMAGE_PATH): + report = generate_report(model, IMAGE_PATH) + print("Final Report:", report) + else: + print(f"Image not found at path: {IMAGE_PATH}") diff --git a/AKSHAYRAJAA/model.py b/AKSHAYRAJAA/model.py new file mode 100644 index 0000000000000000000000000000000000000000..416bf4030cbf4fa07b9863201c5056b7f74b2ce2 --- /dev/null +++ b/AKSHAYRAJAA/model.py @@ -0,0 +1,198 @@ +import re +import torch +import config +import torch.nn as nn +import torch.nn.functional as F +import torchvision.models as models + +from collections import OrderedDict + + +class DenseNet121(nn.Module): + def __init__(self, out_size=14, checkpoint=None): + super(DenseNet121, self).__init__() + + self.densenet121 = models.densenet121(weights='DEFAULT') + num_classes = self.densenet121.classifier.in_features + + self.densenet121.classifier = nn.Sequential( + nn.Linear(num_classes, out_size), + nn.Sigmoid() + ) + + if checkpoint is not None: + device = torch.device('cuda' if torch.cuda.is_available() else 'cpu') + checkpoint = torch.load(checkpoint, map_location=device) + + state_dict = checkpoint['state_dict'] + new_state_dict = OrderedDict() + + for k, v in state_dict.items(): + if 'module' not in k: + k = f'module.{k}' + else: + k = k.replace('module.densenet121.features', 'features') + k = k.replace('module.densenet121.classifier', 'classifier') + k = k.replace('.norm.1', '.norm1') + k = k.replace('.conv.1', '.conv1') + k = k.replace('.norm.2', '.norm2') + k = k.replace('.conv.2', '.conv2') + + new_state_dict[k] = v + + self.densenet121.load_state_dict(new_state_dict) + + + def forward(self, x): + return self.densenet121(x) + + +class EncoderCNN(nn.Module): + def __init__(self, checkpoint=None): + super(EncoderCNN, self).__init__() + + self.model = DenseNet121( + checkpoint=checkpoint + ) + + for param in self.model.densenet121.parameters(): + param.requires_grad_(False) + + def forward(self, images): + features = self.model.densenet121.features(images) + + batch, maps, size_1, size_2 = features.size() + + features = features.permute(0, 2, 3, 1) + features = features.view(batch, size_1 * size_2, maps) + + return features + + +class Attention(nn.Module): + def __init__(self, features_size, hidden_size, output_size=1): + super(Attention, self).__init__() + + self.W = nn.Linear(features_size, hidden_size) + self.U = nn.Linear(hidden_size, hidden_size) + self.v = nn.Linear(hidden_size, output_size) + + def forward(self, features, decoder_output): + decoder_output = decoder_output.unsqueeze(1) + + w = self.W(features) + u = self.U(decoder_output) + + scores = self.v(torch.tanh(w + u)) + weights = F.softmax(scores, dim=1) + context = torch.sum(weights * features, dim=1) + + weights = weights.squeeze(2) + + return context, weights + + +class DecoderRNN(nn.Module): + def __init__(self, features_size, embed_size, hidden_size, vocab_size): + super(DecoderRNN, self).__init__() + + self.vocab_size = vocab_size + + self.embedding = nn.Embedding(vocab_size, embed_size) + self.lstm = nn.LSTMCell(embed_size + features_size, hidden_size) + + self.fc = nn.Linear(hidden_size, vocab_size) + + self.attention = Attention(features_size, hidden_size) + + self.init_h = nn.Linear(features_size, hidden_size) + self.init_c = nn.Linear(features_size, hidden_size) + + def forward(self, features, captions): + embeddings = self.embedding(captions) + + h, c = self.init_hidden(features) + + seq_len = len(captions[0]) - 1 + features_size = features.size(1) + batch_size = captions.size(0) + + outputs = torch.zeros(batch_size, seq_len, self.vocab_size).to(config.DEVICE) + atten_weights = torch.zeros(batch_size, seq_len, features_size).to(config.DEVICE) + + for i in range(seq_len): + context, attention = self.attention(features, h) + + inputs = torch.cat((embeddings[:, i, :], context), dim=1) + + h, c = self.lstm(inputs, (h, c)) + h = F.dropout(h, p=0.5) + + output = self.fc(h) + + outputs[:, i, :] = output + atten_weights[:, i, :] = attention + + return outputs, atten_weights + + def init_hidden(self, features): + features = torch.mean(features, dim=1) + + h = self.init_h(features) + c = self.init_c(features) + + return h, c + + +class EncoderDecoderNet(nn.Module): + def __init__(self, features_size, embed_size, hidden_size, vocabulary, encoder_checkpoint=None): + super(EncoderDecoderNet, self).__init__() + + self.vocabulary = vocabulary + + self.encoder = EncoderCNN( + checkpoint=encoder_checkpoint + ) + self.decoder = DecoderRNN( + features_size=features_size, + embed_size=embed_size, + hidden_size=hidden_size, + vocab_size=len(self.vocabulary) + ) + + def forward(self, images, captions): + features = self.encoder(images) + outputs, _ = self.decoder(features, captions) + + return outputs + + def generate_caption(self, image, max_length=25): + caption = [] + + with torch.no_grad(): + features = self.encoder(image) + h, c = self.decoder.init_hidden(features) + + word = torch.tensor(self.vocabulary.stoi['']).view(1, -1).to(config.DEVICE) + embeddings = self.decoder.embedding(word).squeeze(0) + + for _ in range(max_length): + context, _ = self.decoder.attention(features, h) + + inputs = torch.cat((embeddings, context), dim=1) + + h, c = self.decoder.lstm(inputs, (h, c)) + + output = self.decoder.fc(F.dropout(h, p=0.5)) + output = output.view(1, -1) + + predicted = output.argmax(1) + + if self.vocabulary.itos[predicted.item()] == '': + break + + caption.append(predicted.item()) + + embeddings = self.decoder.embedding(predicted) + + return [self.vocabulary.itos[idx] for idx in caption] diff --git a/AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip b/AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip new file mode 100644 index 0000000000000000000000000000000000000000..474a7c6746f3c9623d8d2e24fa12ed5dc29117dd --- /dev/null +++ b/AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb5af8eb6d6bb378b2398594bb5744579598a9ef5a37a8010e92e53c6a937d98 +size 14931166 diff --git a/AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip.1 b/AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip.1 new file mode 100644 index 0000000000000000000000000000000000000000..474a7c6746f3c9623d8d2e24fa12ed5dc29117dd --- /dev/null +++ b/AKSHAYRAJAA/ngrok-v3-stable-linux-amd64.zip.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb5af8eb6d6bb378b2398594bb5744579598a9ef5a37a8010e92e53c6a937d98 +size 14931166 diff --git a/AKSHAYRAJAA/task-parts.zip b/AKSHAYRAJAA/task-parts.zip new file mode 100644 index 0000000000000000000000000000000000000000..53bd2f7360a2ae8f6143c64315b8f89a9cd74dd2 --- /dev/null +++ b/AKSHAYRAJAA/task-parts.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c32210c7f9f4ae767369ff7c35d860b5adfe85e11381deeb2e9ba63c726b6f7d +size 1632 diff --git a/AKSHAYRAJAA/task-parts/ODESA.md b/AKSHAYRAJAA/task-parts/ODESA.md new file mode 100644 index 0000000000000000000000000000000000000000..55f56d0f9cc41de30cb555388f1137423806ab85 --- /dev/null +++ b/AKSHAYRAJAA/task-parts/ODESA.md @@ -0,0 +1,21 @@ +## ODESA Model + +### O -> Observability + +Fully observable + +### D -> Deterministic + +Deterministic + +### E -> Episodic + +Sequential + +### S -> Static + +Static + +### A -> Agent + +Single agent \ No newline at end of file diff --git a/AKSHAYRAJAA/task-parts/PEAS.md b/AKSHAYRAJAA/task-parts/PEAS.md new file mode 100644 index 0000000000000000000000000000000000000000..97bcb63246b04d6a72eef1404e87f404fabe2e07 --- /dev/null +++ b/AKSHAYRAJAA/task-parts/PEAS.md @@ -0,0 +1,17 @@ +## PEAS Model + +### P -> Performance Measure + +Getting the best possible BLEU score + +### E -> Environment + +Python, and Flutter + +### A -> Actuator + +CNN and RNN models + +### S -> Sensor + +Image pixels \ No newline at end of file diff --git a/AKSHAYRAJAA/task-parts/PROBLEM-FORMULATION.md b/AKSHAYRAJAA/task-parts/PROBLEM-FORMULATION.md new file mode 100644 index 0000000000000000000000000000000000000000..4d23f3cdbb1d677d4e521523284fdbc220876c8c --- /dev/null +++ b/AKSHAYRAJAA/task-parts/PROBLEM-FORMULATION.md @@ -0,0 +1,19 @@ +## Problem Formulation + +> A problem can be defined by four components. + +### Initial State + +Getting group of pixels and extract features from it then pass them through LSTM multiple times + +### Successor Function + +BLEU metric + +### Goal Test + +Get the best score of the generated report, using BLEU metric + +### Path Cost + +Path costs 1 step \ No newline at end of file diff --git a/AKSHAYRAJAA/task-parts/README.md b/AKSHAYRAJAA/task-parts/README.md new file mode 100644 index 0000000000000000000000000000000000000000..065c56f6c94791be00f3311e5dc46473f574571d --- /dev/null +++ b/AKSHAYRAJAA/task-parts/README.md @@ -0,0 +1,5 @@ +## Welcome ! + +- [PEAS](https://github.com/AbdallaMohammed/Chest-X-Ray-Report-Generator/tree/master/task-parts/PEAS.md) +- [ODESA](https://github.com/AbdallaMohammed/Chest-X-Ray-Report-Generator/tree/master/task-parts/ODESA.md) +- [Problem Formulation](https://github.com/AbdallaMohammed/Chest-X-Ray-Report-Generator/tree/master/task-parts/PROBLEM-FORMULATION.md) \ No newline at end of file diff --git a/AKSHAYRAJAA/tempCodeRunnerFile.py b/AKSHAYRAJAA/tempCodeRunnerFile.py new file mode 100644 index 0000000000000000000000000000000000000000..3509b4499482ecf14ad10dad3ba5af782ab81714 --- /dev/null +++ b/AKSHAYRAJAA/tempCodeRunnerFile.py @@ -0,0 +1,88 @@ +import os +import torch +import config +from utils import ( + load_dataset, + get_model_instance, + load_checkpoint, + can_load_checkpoint, + normalize_text, +) +from PIL import Image +import torchvision.transforms as transforms + +# Define device +DEVICE = 'cpu' + +# Define image transformations (adjust based on training setup) +TRANSFORMS = transforms.Compose([ + transforms.Resize((224, 224)), # Replace with your model's expected input size + transforms.ToTensor(), + transforms.Normalize(mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]), +]) + + +def load_model(): + """ + Loads the model with the vocabulary and checkpoint. + """ + print("Loading dataset and vocabulary...") + dataset = load_dataset() # Load dataset to access vocabulary + vocabulary = dataset.vocab # Assuming 'vocab' is an attribute of the dataset + + print("Initializing the model...") + model = get_model_instance(vocabulary) # Initialize the model + + if can_load_checkpoint(): + print("Loading checkpoint...") + load_checkpoint(model) + else: + print("No checkpoint found, starting with untrained model.") + + model.eval() # Set the model to evaluation mode + print("Model is ready for inference.") + return model + + +def preprocess_image(image_path): + """ + Preprocess the input image for the model. + """ + print(f"Preprocessing image: {image_path}") + image = Image.open(image_path).convert("RGB") # Ensure RGB format + image = TRANSFORMS(image).unsqueeze(0) # Add batch dimension + return image.to(DEVICE) + + +def generate_report(model, image_path): + """ + Generates a report for a given image using the model. + """ + image = preprocess_image(image_path) + + print("Generating report...") + with torch.no_grad(): + # Assuming the model has a 'generate_caption' method + output = model.generate_caption(image, max_length=25) + report = " ".join(output) + + print(f"Generated report: {report}") + return report + + +if __name__ == "__main__": + # Path to the checkpoint file + CHECKPOINT_PATH = config.CHECKPOINT_FILE # Ensure config.CHECKPOINT_FILE is correctly set + + # Path to the input image + IMAGE_PATH = "./dataset/images/CXR1178_IM-0121-1001.png" # Replace with your image path + + # Load the model + model = load_model() + + # Ensure the image exists before inference + if os.path.exists(IMAGE_PATH): + report = generate_report(model, IMAGE_PATH) + print("Final Report:", report) + else: + print(f"Image not found at path: {IMAGE_PATH}") diff --git a/AKSHAYRAJAA/train.py b/AKSHAYRAJAA/train.py new file mode 100644 index 0000000000000000000000000000000000000000..d1a46dfbc2b496661d3ba2f24669b2fd1420caba --- /dev/null +++ b/AKSHAYRAJAA/train.py @@ -0,0 +1,84 @@ +import config +import utils +import torch.nn as nn +import torch.optim as optim +import numpy as np + +from tqdm import tqdm +from torch.utils.data import DataLoader +from dataset import CollateDataset + + +def train_epoch(loader, model, optimizer, loss_fn, epoch): + model.train() + + losses = [] + + loader = tqdm(loader) + + for img, captions in loader: + img = img.to(config.DEVICE) + captions = captions.to(config.DEVICE) + + output = model(img, captions) + + loss = loss_fn( + output.reshape(-1, output.shape[2]), + captions[:, 1:].reshape(-1) + ) + + optimizer.zero_grad() + loss.backward() + optimizer.step() + + loader.set_postfix(loss=loss.item()) + + losses.append(loss.item()) + + if config.SAVE_MODEL: + utils.save_checkpoint({ + 'state_dict': model.state_dict(), + 'optimizer': optimizer.state_dict(), + 'epoch': epoch, + 'loss': np.mean(losses) + }) + + print(f'Epoch[{epoch}]: Loss {np.mean(losses)}') + + +def main(): + all_dataset = utils.load_dataset() + + train_dataset, _ = utils.train_test_split(dataset=all_dataset) + + train_loader = DataLoader( + dataset=train_dataset, + batch_size=config.BATCH_SIZE, + pin_memory=config.PIN_MEMORY, + drop_last=False, + shuffle=True, + collate_fn=CollateDataset(pad_idx=all_dataset.vocab.stoi['']), + ) + + model = utils.get_model_instance(all_dataset.vocab) + + optimizer = optim.Adam(model.parameters(), lr=config.LEARNING_RATE) + loss_fn = nn.CrossEntropyLoss(ignore_index=all_dataset.vocab.stoi['']) + + starting_epoch = 1 + + if utils.can_load_checkpoint(): + starting_epoch = utils.load_checkpoint(model, optimizer) + + for epoch in range(starting_epoch, config.EPOCHS): + train_epoch( + train_loader, + model, + optimizer, + loss_fn, + epoch + ) + + +if __name__ == '__main__': + main() diff --git a/AKSHAYRAJAA/utils.py b/AKSHAYRAJAA/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..fd3075801a75058b5d73ef9343dc58b2d3b0ee81 --- /dev/null +++ b/AKSHAYRAJAA/utils.py @@ -0,0 +1,111 @@ +import os +import re +import html +import string +import torch +import config +import unicodedata +from nltk.tokenize import word_tokenize + +from dataset import XRayDataset +from model import EncoderDecoderNet +from torch.utils.data import Subset +from sklearn.model_selection import train_test_split as sklearn_train_test_split + + +def load_dataset(raw_caption=False): + return XRayDataset( + root=config.DATASET_PATH, + transform=config.basic_transforms, + freq_threshold=config.VOCAB_THRESHOLD, + raw_caption=raw_caption + ) + + +def get_model_instance(vocabulary): + model = EncoderDecoderNet( + features_size=config.FEATURES_SIZE, + embed_size=config.EMBED_SIZE, + hidden_size=config.HIDDEN_SIZE, + vocabulary=vocabulary, + encoder_checkpoint="D:\\AKSHAYRAJAA\\weights\\chexnet.pth.tar" + ) + model = model.to(config.DEVICE) + + return model + +def train_test_split(dataset, test_size=0.25, random_state=44): + train_idx, test_idx = sklearn_train_test_split( + list(range(len(dataset))), + test_size=test_size, + random_state=random_state + ) + + return Subset(dataset, train_idx), Subset(dataset, test_idx) + + +def save_checkpoint(checkpoint): + print('=> Saving checkpoint') + + torch.save(checkpoint, config.CHECKPOINT_FILE) + + +def load_checkpoint(model, optimizer=None): + print('=> Loading checkpoint') + + checkpoint = torch.load(config.CHECKPOINT_FILE, map_location=torch.device('cpu')) + model.load_state_dict(checkpoint['state_dict']) + + if optimizer is not None: + optimizer.load_state_dict(checkpoint['optimizer']) + + return checkpoint['epoch'] + + +def can_load_checkpoint(): + return os.path.exists(config.CHECKPOINT_FILE) and config.LOAD_MODEL + + +def remove_special_chars(text): + re1 = re.compile(r' +') + x1 = text.lower().replace('#39;', "'").replace('amp;', '&').replace('#146;', "'").replace( + 'nbsp;', ' ').replace('#36;', '$').replace('\\n', "\n").replace('quot;', "'").replace( + '
', "\n").replace('\\"', '"').replace('', 'u_n').replace(' @.@ ', '.').replace( + ' @-@ ', '-').replace('\\', ' \\ ') + + return re1.sub(' ', html.unescape(x1)) + + +def remove_non_ascii(text): + return unicodedata.normalize('NFKD', text).encode('ascii', 'ignore').decode('utf-8', 'ignore') + + +def to_lowercase(text): + return text.lower() + + +def remove_punctuation(text): + translator = str.maketrans('', '', string.punctuation) + return text.translate(translator) + + +def replace_numbers(text): + return re.sub(r'\d+', '', text) + + +def text2words(text): + return word_tokenize(text) + + +def normalize_text( text): + text = remove_special_chars(text) + text = remove_non_ascii(text) + text = remove_punctuation(text) + text = to_lowercase(text) + text = replace_numbers(text) + + return text + + +def normalize_corpus(corpus): + return [normalize_text(t) for t in corpus] diff --git a/AKSHAYRAJAA/weights.zip b/AKSHAYRAJAA/weights.zip new file mode 100644 index 0000000000000000000000000000000000000000..943885cfeb4d1381e2638afee6fc0c155c843403 --- /dev/null +++ b/AKSHAYRAJAA/weights.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ac0684b6713cd3a0d2e0a5cba1bb509a77312a2a058f9c44f0fb3c40b29325b +size 84164481 diff --git a/AKSHAYRAJAA/weights/chexnet.pth.tar b/AKSHAYRAJAA/weights/chexnet.pth.tar new file mode 100644 index 0000000000000000000000000000000000000000..6dadf7523c9e3af0e4c9699bf729b18bfaae3144 --- /dev/null +++ b/AKSHAYRAJAA/weights/chexnet.pth.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3777d98828c693da2178650f91679deb9a1eb0f8a96f0f22f1c531d15df9b21d +size 84164317