diff --git "a/constants.py" "b/constants.py" new file mode 100644--- /dev/null +++ "b/constants.py" @@ -0,0 +1,2653 @@ +'''drawn from Gloria github: https://github.com/marshuang80/gloria +''' + +BERT_TYPE = 'emilyalsentzer/Bio_ClinicalBERT' +VIT_TYPE = 'microsoft/swin-tiny-patch4-window7-224' + +IMG_SIZE = 224 +IMG_MEAN = .5862785803043838 +IMG_STD = .27950088968644304 + +LC25000_lung = { + "Lung adenocarcinoma": [ + "Histopathology slide of Lung adenocarcinoma with glandular patterns", + "Histopathology image showing Lung adenocarcinoma cells with mucin production", + "Pathology tissue sample of Lung adenocarcinoma with lepidic growth pattern" + ], + + "Benign lung": [ + "Histopathology slide of Benign lung tissue with normal alveolar architecture", + "Histopathology image showing Benign lung tissue with no abnormal cell growth", + "Pathology tissue sample of Benign lung with fibrous tissue and no signs of malignancy" + ], + + "Lung squamous cell carcinoma": [ + "Histopathology slide of Lung squamous cell carcinoma with keratin pearls", + "Histopathology image showing Lung squamous cell carcinoma cells with intercellular bridges", + "Pathology tissue sample of Lung squamous cell carcinoma with squamous differentiation" + ] +} + +LC25000_colon = { + "Colon adenocarcinoma": [ + "Histopathology slide of Colon adenocarcinoma with glandular structures", + "Histopathology image showing Colon adenocarcinoma cells with mucinous differentiation", + "Pathology tissue sample of Colon adenocarcinoma with invasion into surrounding tissue" + ], + + "Benign colonic tissue": [ + "Histopathology slide of Benign colonic tissue with normal mucosal architecture", + "Histopathology image showing Benign colonic tissue with no dysplastic changes", + "Pathology tissue sample of Benign colonic tissue without malignant features" + ] +} + +PCAM = { + "Lymph node": [ + "Histopathology image of normal lymph node.", + "Histopathology slide of a healthy lymph node." + ], + + "Lymph node containing metastatic tumor tissue": [ + "Histopathology image of a abnormal lymph node with metastatic tumor invasion and disrupted structure.", + "Histopathology slide of a abnormal lymph node with metastatic tumor cells." + ] +} + +CHEXPERT_TASKS = [ + "No Finding", + "Enlarged Cardiomediastinum", + "Cardiomegaly", + "Lung Lesion", + "Lung Opacity", + "Edema", + "Consolidation", + "Pneumonia", + "Atelectasis", + "Pneumothorax", + "Pleural Effusion", + "Pleural Other", + "Fracture", + "Support Devices", +] +CHEXPERT_COMPETITION_TASKS = [ + "Atelectasis", + "Cardiomegaly", + "Consolidation", + "Edema", + "Pleural Effusion", +] + +CHEXPERT_CLASS_PROMPTS_webdataset = { + "Atelectasis": ['Atelectasis is observed in the chest X-ray image.', + 'The X-ray of the chest reveals areas characteristic of atelectasis.', + 'Chest radiography indicates the presence of atelectasis.', + 'The X-ray image shows signs of atelectasis in the lung fields.', + 'Pulmonary atelectasis is evident in the chest X-ray.', + 'The radiographic image of the chest displays features consistent with atelectasis.', + 'Signs of lung collapse, indicative of atelectasis, are present in the chest X-ray.', + 'Chest X-ray demonstrates consolidation typical of atelectasis.', + 'Radiological assessment of the chest suggests atelectasis.', + 'X-ray findings of the chest confirm the presence of atelectasis.'], + "Cardiomegaly": ['Cardiomegaly is evident in the X-ray image of the chest.', + 'The chest X-ray image reveals an enlarged heart, indicative of cardiomegaly.', + 'Enlargement of the heart, or cardiomeg bital acy, is displayed on the radiograph of the thoracic region.', + 'The thoracic X-ray shows heart enlargement consistent with cardiomegaly.', + 'Heart enlargement, suggestive of cardiomegaly, is apparent in the chest radiograph.', + 'A diagnosis of cardiomegaly can be inferred from the chest X-ray presentation.', + 'The radiological examination of the chest depicts an increased heart size, characteristic of cardiomegaly.', + 'Cardiomegaly is diagnosed through the visualization of an enlarged heart on the X-ray film of the chest.', + 'The X-ray of the chest area displays a significantly enlarged heart, a condition known as cardiomegaly.', + 'Evidence of cardiomegaly is demonstrated in the X-ray image focusing on the chest cavity.'], + "Consolidation": ['Consolidation evident in the chest X-ray image.', + 'Pulmonary consolidation depicted on the thoracic radiograph.', + 'Radiographic confirmation of lung consolidation in the chest X-ray.', + 'The chest X-ray shows features typical of consolidation.', + 'Consolidation is visible in the X-ray of the thorax.', + 'Chest radiography revealing signs of consolidation.', + 'Evidence of consolidation appears in the radiological chest examination.', + 'X-ray of the chest indicates the presence of consolidation in lung tissue.', + 'Lung consolidation is diagnosed in the recent chest X-ray.', + 'X-ray analysis of the chest outlines consolidation areas in pulmonary structures.'], + "Edema": ['Edema evident in the chest X-ray imaging', 'Chest radiograph showing signs of pulmonary edema', + 'X-ray of the chest indicates accumulation of fluid, consistent with edema', + 'Pulmonary edema diagnosed from the X-ray of the chest', + 'Radiographic evidence of edema in pulmonary regions', + 'Fluid retention in the lungs visible in chest X-ray', + 'Chest X-ray reveals characteristics typical of edema', + 'Accumulation of fluid in chest noted on X-ray, suggesting edema', + 'Chest X-ray manifestation of edema in lung tissues', + 'Signs of edema observed in the radiographic image of the chest'], + "Pleural Effusion": ['Pleural effusion is evident in the chest X-ray image.', + 'The X-ray delineates fluid accumulation characteristic of pleural effusion in the thoracic region.', + 'Accumulation of excess fluid in the pleural cavity is shown in the X-ray of the chest.', + 'The chest radiograph reveals signs of pleural effusion.', + 'Indications of pleural effusion are present in the imaged chest area.', + 'The pulmonary X-ray displays pleural effusion.', + 'Thoracic effusion evident within the pleural space, as seen on the chest X-ray.', + 'Chest X-ray examination indicates the presence of pleural effusion.', + 'Evidence of pleural fluid excess is visible in the X-ray of the chest.', + 'The X-ray image shows pleural effusion in the chest cavity.'] + +} + +CHEXPERT_CLASS_PROMPTS = { + "Atelectasis": { + "severity": ["", "mild", "minimal"], + "subtype": [ + "subsegmental atelectasis", + "linear atelectasis", + "trace atelectasis", + "bibasilar atelectasis", + "retrocardiac atelectasis", + "bandlike atelectasis", + "residual atelectasis", + ], + "location": [ + "at the mid lung zone", + "at the upper lung zone", + "at the right lung zone", + "at the left lung zone", + "at the lung bases", + "at the right lung base", + "at the left lung base", + "at the bilateral lung bases", + "at the left lower lobe", + "at the right lower lobe", + ], + }, + "Cardiomegaly": { + "severity": [""], + "subtype": [ + "cardiac silhouette size is upper limits of normal", + "cardiomegaly which is unchanged", + "mildly prominent cardiac silhouette", + "portable view of the chest demonstrates stable cardiomegaly", + "portable view of the chest demonstrates mild cardiomegaly", + "persistent severe cardiomegaly", + "heart size is borderline enlarged", + "cardiomegaly unchanged", + "heart size is at the upper limits of normal", + "redemonstration of cardiomegaly", + "ap erect chest radiograph demonstrates the heart size is the upper limits of normal", + "cardiac silhouette size is mildly enlarged", + "mildly enlarged cardiac silhouette, likely left ventricular enlargement. other chambers are less prominent", + "heart size remains at mildly enlarged", + "persistent cardiomegaly with prominent upper lobe vessels", + ], + "location": [""], + }, + "Consolidation": { + "severity": ["", "increased", "improved", "apperance of"], + "subtype": [ + "bilateral consolidation", + "reticular consolidation", + "retrocardiac consolidation", + "patchy consolidation", + "airspace consolidation", + "partial consolidation", + ], + "location": [ + "at the lower lung zone", + "at the upper lung zone", + "at the left lower lobe", + "at the right lower lobe", + "at the left upper lobe", + "at the right uppper lobe", + "at the right lung base", + "at the left lung base", + ], + }, + "Edema": { + "severity": [ + "", + "mild", + "improvement in", + "presistent", + "moderate", + "decreased", + ], + "subtype": [ + "pulmonary edema", + "trace interstitial edema", + "pulmonary interstitial edema", + ], + "location": [""], + }, + "Pleural Effusion": { + "severity": ["", "small", "stable", "large", "decreased", "increased"], + "location": ["left", "right", "tiny"], + "subtype": [ + "bilateral pleural effusion", + "subpulmonic pleural effusion", + "bilateral pleural effusion", + ], + }, +} + +COVID_TASKS = [ + 'Normal', + 'COVID', +] +COVID_CLASS_PROMPTS = { + 'COVID': { + 'adjective': ['patchy', 'confluent'], + 'description': ['ground glass'], + 'subtype': ['opacity', 'consolidation'], + 'location': ['in peripheral', 'in mid', 'in lower'], + } +} + +RSNA_TASKS = [ + 'Normal', + 'Pneumonia', +] +RSNA_CLASS_PROMPTS = { + 'Pneumonia': { + 'adjective': ['round', 'early', 'focal', 'multifocal', 'small', ''], + 'subtype': ['bacterial', 'viral', 'mycoplasma', ''], + "location": [ + "at the mid lung zone", + "at the upper lung zone", + "at the right lung zone", + "at the left lung zone", + "at the lung bases", + "at the right lung base", + "at the left lung base", + "at the bilateral lung bases", + "at the left lower lobe", + "at the right lower lobe", + "at the left middle lobe", + "at the right middle lobe", + "" + ] + } +} +# ["Pneumonia is indicated in this chest X-ray image.", "This radiograph of the chest shows characteristics typical of pneumonia.", "Signs of pneumonia are evident in the X-ray of the chest.", "The chest radiograph reveals pulmonary patterns consistent with pneumonia.", "Evidence of pneumonia is present in this thoracic X-ray.", "This X-ray of the chest displays diagnostic features of pneumonia.", "Manifestations of pneumonia appear in this chest X-ray.", "Pneumonia is diagnosed in the displayed chest X-ray.", "The chest X-ray examination suggests the presence of pneumonia.", "Chest X-ray analysis indicates pneumonia in this image."] +# ["No pathological findings are evident in the chest X-ray image.", "The chest radiograph shows no abnormalities.", "There are no detectable abnormalities in the X-ray of the chest.", "The X-ray examination of the chest reveals no significant findings.", "No diagnostic abnormalities are present in the chest X-ray.", "The radiographic chest image indicates an absence of pathological conditions.", "No findings of concern appear in the chest imaging from the X-ray.", "The chest X-ray is clear of any detectable conditions.", "There are no visible pathological signs in the X-ray of the chest.", "The chest X-ray image is free from any abnormalities."] +RSNA_CLASS_PROMPTS_webdataset = { + 'Normal': ["No pathological findings are evident in the chest X-ray image.", + "The chest radiograph shows no abnormalities.", + "There are no detectable abnormalities in the X-ray of the chest.", + "The X-ray examination of the chest reveals no significant findings.", + "No diagnostic abnormalities are present in the chest X-ray.", + "The radiographic chest image indicates an absence of pathological conditions.", + "No findings of concern appear in the chest imaging from the X-ray.", + "The chest X-ray is clear of any detectable conditions.", + "There are no visible pathological signs in the X-ray of the chest.", + "The chest X-ray image is free from any abnormalities."] + , + 'Pneumonia': ["Pneumonia is indicated in this chest X-ray image.", + "This radiograph of the chest shows characteristics typical of pneumonia.", + "Signs of pneumonia are evident in the X-ray of the chest.", + "The chest radiograph reveals pulmonary patterns consistent with pneumonia.", + "Evidence of pneumonia is present in this thoracic X-ray.", + "This X-ray of the chest displays diagnostic features of pneumonia.", + "Manifestations of pneumonia appear in this chest X-ray.", + "Pneumonia is diagnosed in the displayed chest X-ray.", + "The chest X-ray examination suggests the presence of pneumonia.", + "Chest X-ray analysis indicates pneumonia in this image."] +} +WEIGHTS_NAME = 'pytorch_model.bin' + +# store the URL of pretrained weights, `dev` needs to change to `main` after merging it to main branch. +PRETRAINED_URL_MEDCLIP_RESNET = 'https://github.com/RyanWangZf/MedCLIP/raw/main/medclip/medclip_resnet_weight.txt' +PRETRAINED_URL_MEDCLIP_VIT = 'https://github.com/RyanWangZf/MedCLIP/raw/main/medclip/medclip_vit_weight.txt' + +ct_scan_labels = { + "heart": [ + "CT scan image showing the anatomical structures of the heart, including the chambers and major blood vessels.", + "Detailed CT scan image of the heart displaying the myocardium and pericardium.", + "CT scan revealing the coronary arteries and their branches within the heart.", + "Cross-sectional CT scan image highlighting the interventricular septum of the heart.", + "CT scan displaying the left and right atria and ventricles of the heart.", + "CT scan image illustrating the pulmonary veins entering the left atrium of the heart.", + "CT scan showing the aortic arch and its branches as they originate from the heart.", + "High-resolution CT scan image of the heart demonstrating the cardiac silhouette.", + "CT scan image highlighting the mitral and tricuspid valves of the heart.", + "CT scan image depicting the left ventricle outflow tract and the aorta." + ], + "left lung": [ + "CT scan image displaying the lobes and segments of the left lung.", + "Detailed CT scan image of the left lung highlighting the bronchial tree.", + "CT scan revealing the parenchymal structures of the left lung.", + "Cross-sectional CT scan image of the left lung showing alveolar and interstitial patterns.", + "CT scan demonstrating the pulmonary vasculature within the left lung.", + "CT scan image of the left lung depicting areas of consolidation.", + "CT scan illustrating the pleural space adjacent to the left lung.", + "High-resolution CT scan of the left lung revealing possible nodules or lesions.", + "CT scan image highlighting the fissures and lobar anatomy of the left lung.", + "CT scan image of the left lung showing the mediastinal structures and hilum." + ], + "right lung": [ + "CT scan image showing the lobes and segments of the right lung.", + "Detailed CT scan image of the right lung highlighting the bronchial tree.", + "CT scan revealing the parenchymal structures of the right lung.", + "Cross-sectional CT scan image of the right lung showing alveolar and interstitial patterns.", + "CT scan demonstrating the pulmonary vasculature within the right lung.", + "CT scan image of the right lung depicting areas of consolidation.", + "CT scan illustrating the pleural space adjacent to the right lung.", + "High-resolution CT scan of the right lung revealing possible nodules or lesions.", + "CT scan image highlighting the fissures and lobar anatomy of the right lung.", + "CT scan image of the right lung showing the mediastinal structures and hilum." + ], + "liver": [ + "CT scan image displaying the anatomical lobes and segments of the liver.", + "Detailed CT scan image of the liver showing the hepatic vasculature.", + "CT scan revealing the liver parenchyma and surrounding structures.", + "Cross-sectional CT scan image of the liver demonstrating potential lesions.", + "CT scan highlighting the bile ducts within the liver.", + "CT scan image showing the liver's relationship to the gallbladder.", + "CT scan illustrating the portal vein and hepatic artery in the liver.", + "High-resolution CT scan of the liver revealing the surface contours.", + "CT scan image depicting the liver's connection to the inferior vena cava.", + "CT scan image showing the hepatic lobules and their vascular supply." + ], + "spleen": [ + "CT scan image displaying the anatomical location and size of the spleen.", + "Detailed CT scan image of the spleen highlighting its parenchymal structure.", + "CT scan revealing the splenic vasculature, including the splenic artery and vein.", + "Cross-sectional CT scan image of the spleen showing its relation to adjacent organs.", + "CT scan demonstrating the splenic hilum and associated vessels.", + "CT scan image showing the trabecular structure within the spleen.", + "CT scan illustrating the spleen's relationship to the diaphragm and stomach.", + "High-resolution CT scan of the spleen revealing potential cysts or lesions.", + "CT scan image highlighting the lymphatic tissue within the spleen.", + "CT scan image showing the splenic capsule and surrounding peritoneal space." + ], + "pancreas": [ + "CT scan image displaying the anatomical structure of the pancreas, including the head, body, and tail.", + "Detailed CT scan image of the pancreas showing the pancreatic duct.", + "CT scan revealing the relationship of the pancreas to the duodenum.", + "Cross-sectional CT scan image of the pancreas demonstrating its parenchymal texture.", + "CT scan highlighting the vascular supply to the pancreas, including the splenic artery.", + "CT scan image showing the pancreas in relation to the surrounding organs.", + "CT scan illustrating potential cystic or neoplastic lesions within the pancreas.", + "High-resolution CT scan of the pancreas revealing the pancreatic islets.", + "CT scan image depicting the pancreas and its connection to the bile duct.", + "CT scan image showing the exocrine and endocrine regions of the pancreas." + ], + "left kidney": [ + "CT scan image displaying the anatomical structure of the left kidney.", + "Detailed CT scan image of the left kidney showing the renal cortex and medulla.", + "CT scan revealing the renal vasculature, including the renal artery and vein.", + "Cross-sectional CT scan image of the left kidney demonstrating the renal pelvis.", + "CT scan highlighting the calyces and collecting system of the left kidney.", + "CT scan image showing the relationship of the left kidney to the adrenal gland.", + "CT scan illustrating potential cystic or neoplastic lesions within the left kidney.", + "High-resolution CT scan of the left kidney revealing the renal capsule.", + "CT scan image depicting the left kidney and its ureter.", + "CT scan image showing the nephron structure within the left kidney." + ], + "right kidney": [ + "CT scan image displaying the anatomical structure of the right kidney.", + "Detailed CT scan image of the right kidney showing the renal cortex and medulla.", + "CT scan revealing the renal vasculature, including the renal artery and vein.", + "Cross-sectional CT scan image of the right kidney demonstrating the renal pelvis.", + "CT scan highlighting the calyces and collecting system of the right kidney.", + "CT scan image showing the relationship of the right kidney to the adrenal gland.", + "CT scan illustrating potential cystic or neoplastic lesions within the right kidney.", + "High-resolution CT scan of the right kidney revealing the renal capsule.", + "CT scan image depicting the right kidney and its ureter.", + "CT scan image showing the nephron structure within the right kidney." + ], + "bladder": [ + "CT scan image displaying the anatomical structure of the bladder.", + "Detailed CT scan image of the bladder showing the bladder wall and lumen.", + "CT scan revealing the relationship of the bladder to the surrounding pelvic organs.", + "Cross-sectional CT scan image of the bladder demonstrating potential stones or lesions.", + "CT scan highlighting the bladder's connection to the ureters and urethra.", + "CT scan image showing the bladder's muscular layers.", + "CT scan illustrating the bladder's position in relation to the prostate or uterus.", + "High-resolution CT scan of the bladder revealing its filling and emptying states.", + "CT scan image depicting the bladder and its vascular supply.", + "CT scan image showing the trigone area of the bladder." + ], + "left femoral head": [ + "CT scan image displaying the anatomical structure of the left femoral head.", + "Detailed CT scan image of the left femoral head showing the articular surface.", + "CT scan revealing the relationship of the left femoral head to the acetabulum.", + "Cross-sectional CT scan image of the left femoral head demonstrating bone density.", + "CT scan highlighting potential fractures or lesions in the left femoral head.", + "CT scan image showing the left femoral head's connection to the femoral neck.", + "CT scan illustrating the vascular supply to the left femoral head.", + "High-resolution CT scan of the left femoral head revealing the subchondral bone.", + "CT scan image depicting the left femoral head and its surrounding soft tissues.", + "CT scan image showing the left femoral head in different anatomical planes." + ], + "right femoral head": [ + "CT scan image displaying the anatomical structure of the right femoral head.", + "Detailed CT scan image of the right femoral head showing the articular surface.", + "CT scan revealing the relationship of the right femoral head to the acetabulum.", + "Cross-sectional CT scan image of the right femoral head demonstrating bone density.", + "CT scan highlighting potential fractures or lesions in the right femoral head.", + "CT scan image showing the right femoral head's connection to the femoral neck.", + "CT scan illustrating the vascular supply to the right femoral head.", + "High-resolution CT scan of the right femoral head revealing the subchondral bone.", + "CT scan image depicting the right femoral head and its surrounding soft tissues.", + "CT scan image showing the right femoral head in different anatomical planes." + ] +} + +# thyroid_us_prompts = {'malignant': ['Malignant thyroid nodule depicted in ultrasound imaging.', +# 'Ultrasound presentation of a malignant nodule within the thyroid gland.', +# 'Thyroid ultrasound revealing a cancerous nodule.', +# 'An ultrasound scan displaying a malignant neoplasm in the thyroid.', +# 'Diagnostic ultrasound showing a malignant thyroidal nodule.', +# 'Ultrasound imaging illustrates a malignant lesion in thyroid tissue.', +# 'Sonographic evidence of a malignant nodule in the thyroid area.', +# 'Ultrasound visualization of thyroid malignancy in nodule form.', +# 'Thyroid gland ultrasound indicates presence of a malignant nodule.', +# 'Clinical ultrasound identifies a malignant thyroid growth.'], +# 'benign': ["The benign thyroid nodule is visible in the ultrasound image.", +# "Ultrasound imaging reveals a benign nodular formation in the thyroid.", +# "Thyroid ultrasound demonstrates the presence of a benign nodule.", +# "A benign thyroid nodule is identified on the ultrasonic scan.", +# "Ultrasound scan shows a non-malignant nodule within the thyroid gland.", +# "Benign nodule detected in the thyroid region via ultrasound imaging.", +# "Image depicts a benign nodule in the thyroid as seen by ultrasound.", +# "Thyroid sonography confirms a benign nodular appearance.", +# "Non-cancerous thyroid nodule evident on ultrasound examination.", +# "Ultrasound image delineates a benign thyroid nodule."] +# } +# +refuge_prompts = {'no glaucoma': [ + "This fundus image shows a healthy optic nerve with no signs of glaucoma.", + "The optic disc and cup appear normal, indicating no glaucoma.", + "The fundus image reveals no optic nerve damage, suggesting no glaucoma.", + "This eye fundus image is normal, with no evidence of glaucoma.", + "The image shows a normal cup-to-disc ratio, indicating no glaucoma.", + "Normal: This fundus image shows a healthy optic nerve with no signs of disease.", + "The optic disc and cup appear normal, indicating no abnormalities.", + "Normal: The fundus image reveals no retinal damage, suggesting a healthy eye.", + "This eye fundus image is normal, with no evidence of any disease.", + "The image shows a normal macula and retina, indicating a healthy eye."], + 'glaucoma': [ + "This fundus image shows optic nerve damage due to glaucoma.", + "The image displays increased cup-to-disc ratio, a sign of glaucoma.", + "The fundus image reveals a pale optic disc, indicating glaucoma.", + "This eye fundus image shows visual field loss typical of glaucoma.", + "The optic nerve appears excavated, a characteristic of glaucoma." + ] +} + +five_prompts = { + "A": [ + "Age-related macular degeneration: This fundus image shows drusen deposits.", + "The image reveals geographic atrophy, a sign of age-related macular degeneration.", + "Fundus image displays pigmentary changes associated with age-related macular degeneration.", + "Age-related macular degeneration: This eye fundus image shows subretinal fluid.", + "The macula appears distorted, indicative of age-related macular degeneration." + ], + "D": [ + "Diabetic retinopathy: This fundus image shows microaneurysms.", + "The image displays retinal hemorrhages, a sign of diabetic retinopathy.", + "Diabetic retinopathy: Fundus image reveals cotton wool spots.", + "This eye fundus image shows neovascularization, characteristic of diabetic retinopathy.", + "The retina appears with hard exudates, indicating diabetic retinopathy." + ], + "G": [ + "Glaucoma: This fundus image shows optic nerve damage.", + "The image displays increased cup-to-disc ratio, a sign of glaucoma.", + "Glaucoma: The fundus image reveals a pale optic disc.", + "This eye fundus image shows visual field loss, typical of glaucoma.", + "The optic nerve appears excavated, indicating glaucoma." + ], + "N": [ + "Normal: This fundus image shows a healthy optic nerve with no signs of disease.", + "The optic disc and cup appear normal, indicating no abnormalities.", + "Normal: The fundus image reveals no retinal damage, suggesting a healthy eye.", + "This eye fundus image is normal, with no evidence of any disease.", + "The image shows a normal macula and retina, indicating a healthy eye." + ] +} + +odir_retina_prompts = { + "normal": [ + "Normal: This fundus image shows a healthy optic nerve with no signs of disease.", + "The optic disc and cup appear normal, indicating no abnormalities.", + "Normal: The fundus image reveals no retinal damage, suggesting a healthy eye.", + "This eye fundus image is normal, with no evidence of any disease.", + "The image shows a normal macula and retina, indicating a healthy eye." + ], + "pathologic myopia": [ + "Pathologic myopia: This fundus image shows extensive chorioretinal atrophy.", + "The image displays posterior staphyloma, a sign of pathologic myopia.", + "Pathologic myopia: Fundus image reveals lacquer cracks.", + "This eye fundus image shows tilted optic disc, typical of pathologic myopia.", + "The retina appears thinned and stretched, indicating pathologic myopia." + ], + "cataract": [ + "Cataract: This fundus image shows clouding of the lens.", + "The image displays lens opacities, a sign of cataract.", + "Cataract: Fundus image reveals decreased red reflex.", + "This eye fundus image shows blurred retinal details, typical of cataract.", + "The lens appears opaque, indicating cataract." + ] +} + +breast_us_prompts = {'benign': ['Benign lesions are visible in the ultrasound imaging of the breast.', + 'The ultrasound scan shows a benign pathology in the breast tissue.', + 'Breast ultrasound reveals features consistent with benign conditions.', + 'Benign findings indicated in the breast by ultrasonic imaging.', + 'Ultrasonography of the breast suggests a benign anomaly.', + 'The breast sonographic examination displays benign characteristics.', + 'Evidence of benign abnormalities observed in ultrasonic breast images.', + 'Breast imaging via ultrasound depicting benign results.', + 'Non-malignant indications identified in breast ultrasound.', + 'Ultrasound of the breast demonstrates non-cancerous features.'], + 'malignant': ['Lesion (migraine) is identified in the ultrasound imaging of the breast.', + 'In the ultrasound image, a malignant lesion is evident in the breast tissue.', + 'Breast ultrasound reveals presence of a lesion characterized as malignant.', + 'The ultrasound study of the breast shows a malignant lesion.', + 'Malignant lesion appears in the breast as seen in ultrasound image.', + 'Breast ultrasonographic image displays a malignant lesion.', + 'Ultrasound diagnostic of the breast indicates a malignant lesion.', + 'Malignant lesion in breast detected by ultrasound imaging.', + 'Breast ultrasound imaging reveals a malignancy in the lesion.', + 'A malignant lesion is showcased in the ultrasound image of the breast.']} +# +# meniscus_mri_prompts = { +# 'yes': ['Meniscal abnormality detected in MRI imaging of the knee.', 'MRI of the knee reveals meniscal pathology.', +# 'Knee MRI indicating abnormalities in the meniscus.', 'Abnormal meniscal findings in knee MRI scan.', +# 'Meniscal degeneration observed in knee MRI.', 'MRI scan of the knee showing meniscal damage.', +# 'Evidence of meniscal irregularities in the MRI of the knee.', +# 'Knee MRI scan diagnostic of a meniscal disorder.', +# 'Meniscal disruption identified in knee MRI examination.', +# 'MRI assessment of the knee displays meniscal anomaly.'], +# 'no': [ +# "The knee MRI reveals no abnormalities, with all structures appearing within normal limits.", +# "MRI imaging of the knee displays normal anatomy without any pathological changes.", +# "Evaluation of the knee MRI indicates a normal knee joint with no detectable abnormalities.", +# "The MRI scan of the knee shows no irregularities, suggesting a normal knee configuration.", +# "Analysis of the knee MRI confirms normal findings without any evident abnormalities.", +# "The knee MRI demonstrates normal knee joint structures without any pathological changes.", +# "Upon MRI examination, the knee joint shows no signs of abnormalities or pathology.", +# "MRI findings of the knee reveal normal knee anatomy with no detectable abnormalities.", +# "The knee MRI indicates a normal knee joint without any signs of pathology.", +# "Analysis of the knee MRI scan shows normal findings throughout the knee joint." +# ]} +# +# acl_mri_prompts = { +# 'yes': ['ACL pathology is evident in the MRI imaging of the knee.', +# 'The MRI scan reveals a pathology in the anterior cruciate ligament of the knee.', +# 'Pathological changes in the knee ACL are detected in the MRI.', +# 'The knee MRI results indicate an ACL disorder.', +# 'An anterior cruciate ligament pathology is diagnosed through the knee MRI.', +# 'MRI of the knee shows compromised integrity of the ACL.', +# 'The knee anterior cruciate ligament exhibits pathological abnormalities in the MRI scan.', +# 'MRI findings suggest a disease process in the knee anterior cruciate ligament.', +# 'The imaging of the knee reveals a pathological condition of the ACL.', +# 'A disorder in the knee’s anterior cruciate ligament is visible on MRI.'], +# 'no': [ +# "The knee MRI reveals no abnormalities, with all structures appearing within normal limits.", +# "MRI imaging of the knee displays normal anatomy without any pathological changes.", +# "Evaluation of the knee MRI indicates a normal knee joint with no detectable abnormalities.", +# "The MRI scan of the knee shows no irregularities, suggesting a normal knee configuration.", +# "Analysis of the knee MRI confirms normal findings without any evident abnormalities.", +# "The knee MRI demonstrates normal knee joint structures without any pathological changes.", +# "Upon MRI examination, the knee joint shows no signs of abnormalities or pathology.", +# "MRI findings of the knee reveal normal knee anatomy with no detectable abnormalities.", +# "The knee MRI indicates a normal knee joint without any signs of pathology.", +# "Analysis of the knee MRI scan shows normal findings throughout the knee joint." +# ]} + +diabetic_retinopathy_prompts = { + 'no_dr': [ + "No signs of diabetic retinopathy are detected in the retinal examination, with a healthy vascular architecture and no hemorrhagic or exudative changes.", + "The retinal image shows a clear optic disc and intact macular structure, without any abnormalities suggestive of diabetic retinopathy.", + "Detailed analysis confirms a normal retinal vasculature and absence of microvascular abnormalities or pathological features.", + "This retinal scan exhibits no signs of diabetic retinopathy, including no bleeding, exudates, or abnormal vascular growth.", + "The retinal photograph indicates no diabetic changes, with healthy retinal layers and no signs of vascular anomalies.", + "Examination reveals a normal foveal contour and healthy retinal pigment epithelium, ruling out diabetic retinopathy.", + "Comprehensive retinal analysis shows no hemorrhages, exudates, or other pathological changes, indicating a healthy retina.", + "The retinal image is clear, indicating no diabetic retinopathy with normal blood vessels and retinal tissue.", + "The eye scan shows no diabetic changes, with normal blood vessels and no bleeding or fluid leakage.", + "Detailed imaging reveals no microaneurysms, hemorrhages, or exudates, confirming the absence of diabetic retinopathy.", + "The retinal photograph displays a homogenous retinal background with no intraretinal microvascular abnormalities, indicating no diabetic retinopathy.", + "Clinical imaging of the retina shows clear retinal layers with no hemorrhagic or lipid deposits, confirming the absence of diabetic retinopathy.", + "Examination of the retinal vasculature reveals no microvascular complications such as venous beading or intraretinal microvascular abnormalities, suggesting no diabetic retinopathy.", + "This retinal scan is clear with no evidence of diabetic retinopathy, meaning there are no abnormal blood vessels or retinal swelling.", + "The retina image shows healthy blood vessels and no signs of diabetic damage, such as bleeding spots or swelling." + ], + 'mild_dr': [ + "Early-stage stage 1 diabetic retinopathy is observed with microaneurysms and minor hemorrhages, without neovascularization.", + "The retinal image displaysstage 1 mild diabetic eye disease, featuring microvascular abnormalities and minor hemorrhagic spots.", + "Initial stage 1 non-proliferative diabetic retinopathy is evident with scattered microaneurysms and minimal retinal hemorrhages.", + "Stage 1 mild diabetic retinal changes are visible with isolated microaneurysms and sparse hemorrhages.", + "This retinal image presents early stage 1 diabetic eye disease, characterized by microaneurysms and minor hemorrhages.", + "Mild stage 1 diabetic retinopathy is indicated by early microvascular changes and minimal retinal hemorrhages.", + "The fundus photograph shows initial stage 1 NPDR with scattered microaneurysms and minor hemorrhages.", + "Stage 1 NPDR is observed with early microaneurysms and occasional dot hemorrhages.", + "This retinal scan illustrates mild stage 1 diabetic retinopathy with isolated microaneurysms and sparse hemorrhages.", + "In this image, mild stage 1 diabetic eye disease is visible, featuring small bulges in blood vessels and minor bleeding spots.", + "Early signs of stage 1 NPDR are visible with small blood vessel abnormalities and light hemorrhages.", + "The retina shows early signs of stage 1 diabetic retinopathy with small blood vessel changes and minor bleeding areas.", + "This image reveals stage 1 mild diabetic retinal changes, marked by minor blood vessel changes and small bleeding areas.", + "The retina displays early stage 1 NPDR, characterized by tiny blood vessel swellings and occasional small bleeds.", + "This eye scan shows stage 1 initial NPDR with small blood vessel abnormalities and light hemorrhages." + ], + 'moderate_dr': [ + "Stage 2 moderate NPDR is observed with multiple microaneurysms, intraretinal hemorrhages, and mild macular edema.", + "Moderate stage 2 non-proliferative diabetic eye disease shows venous beading and intraretinal microvascular abnormalities.", + "This retinal image reveals moderate severity stage 2 NPDR with dot and blot hemorrhages and hard exudates.", + "The retinal scan highlights moderate stage 2 NPDR with microaneurysms, dot-blot hemorrhages, and venous changes.", + "Moderate stage 2 non-proliferative DR is depicted with retinal findings such as scattered microaneurysms and dot hemorrhages.", + "In this retinal image, moderate stage 2 NPDR is evident with multiple hemorrhages and microaneurysms.", + "The image reveals moderate stage 2 NPDR, marked by multiple microaneurysms and mild intraretinal hemorrhages.", + "Moderate stage 2 NPDR is shown with venous loops, multiple microaneurysms, and dot-blot hemorrhages.", + "This retinal image shows moderate stage 2 NPDR with multiple microaneurysms and scattered hemorrhages.", + "Moderate stage 2 NPDR is depicted with multiple microaneurysms, mild hemorrhages, and early retinal ischemic changes.", + "The retina has moderate stage 2 NPDR, seen by several small blood leaks, bulging vessels, and mild swelling.", + "Stage 2 moderate NPDR is visible with small blood spots, tiny bulges in blood vessels, and yellow deposits.", + "This retinal scan reveals moderate stage 2 NPDR with small areas of bleeding, tiny bulging vessels, and early fluid build-up.", + "The eye scan displays moderate stage 2 NPDR, marked by small blood vessel leaks, yellowish deposits, and minor retinal swelling.", + "Moderate stage 2 NPDR is evident with multiple small blood vessel leaks, some yellowish deposits, and minor swelling in the retina." + ], + 'severe_dr': [ + "Severe stage 3 non-proliferative diabetic retinopathy is characterized by extensive hemorrhages and intraretinal microvascular abnormalities.", + "The retinal image displays severe stage 3 NPDR with significant dot and blot hemorrhages and venous beading.", + "This retinal scan shows severe stage 3 NPDR with extensive hemorrhages, microaneurysms, and cotton wool spots.", + "Severe stage 3 NPDR is evident with widespread hemorrhages, microaneurysms, and significant retinal changes.", + "The image shows severe stage 3 NPDR with multiple hemorrhages, microaneurysms, and prominent venous changes.", + "Severe stage 3 NPDR is prominently displayed with extensive hemorrhages and prominent venous beading.", + "This retinal image reveals severe stage 3 NPDR with numerous microaneurysms and extensive intraretinal hemorrhages.", + "The retinal scan highlights severe stage 3 NPDR with significant dot and blot hemorrhages and pronounced venous abnormalities.", + "Severe stage 3 NPDR is depicted with widespread hemorrhages, multiple microaneurysms, and retinal ischemia.", + "The retina shows severe stage 3 NPDR with many small blood spots, swollen veins, and damaged vessels.", + "Severe stage 3 NPDR is visible with many bleeding spots, thickened veins, and significant damage to vessels.", + "This image displays severe stage 3 NPDR with numerous tiny blood leaks, swollen veins, and vessel damage.", + "Severe stage 3 NPDR is marked by many small hemorrhages, thickened veins, and significant vessel damage.", + "The image shows severe stage 3 diabetic retinopathy with bleeding spots, swollen veins, and damage to vessels.", + "Severe NPDR is evident with extensive bleeding spots, large areas of bleeding, and noticeable changes in veins." + ], + 'full_stage4_dr': [ + "Advanced stage 4 proliferative diabetic retinopathy (PDR) is evident with extensive microaneurysms and intraretinal hemorrhages.", + "This retinal scan shows severe Stage 4 PDR with widespread hemorrhages, microaneurysms, and cotton wool spots.", + "Advanced Stage 4 PDR is evident with extensive hemorrhages, microaneurysms, and severe retinal changes.", + "Stage 4 PDR is prominently displayed with extensive hemorrhages and pronounced venous abnormalities.", + "The retinal image displays stage 4 PDR with numerous microaneurysms and extensive intraretinal hemorrhages.", + "This retinal scan reveals stage 4 PDR with significant hemorrhages and extensive microaneurysms.", + "Advanced Stage 4 PDR is characterized by extensive hemorrhages, microaneurysms, and severe retinal damage.", + "Stage 4 PDR is evident with significant dot and blot hemorrhages, extensive microaneurysms, and cotton wool spots.", + "Advanced Stage 4 PDR is visible with numerous small blood spots, areas of bleeding, and vessel damage.", + "Stage 4 PDR is shown with noticeable small blood leaks, patches of bleeding, and changes in veins.", + "Advanced Stage 4 PDR is visible with numerous small blood spots, extensive bleeding areas, and significant vessel damage.", + "Stage 4 PDR is depicted with extensive bleeding, many small blood vessel leaks, and noticeable retinal damage.", + "Advanced Stage 4 PDR is evident with extensive blood spots, large areas of bleeding, and changes in veins.", + "Stage 4 PDR is visible with extensive blood spots, large areas of bleeding, and significant vessel damage.", + "Advanced stage 4 PDR is shown with widespread bleeding spots, many small blood vessel leaks, and significant retinal damage." + ] +} + +thyroid_us_prompts = {'benign': [ + 'Symmetrical shape.', + 'Smooth borders.', + 'No microcalcifications.', + 'Uniform texture.', + 'Regular shape and size.', + 'Well-defined contour.', + 'Smooth-bordered thyroid nodule.', + 'Not suspicious thyroid nodule.', + 'Uniform echotexture.', + 'Consistent shape and size.' +], + 'malignant': [ + 'Irregular tumor shape.', + 'Nonuniform tumor margins.', + 'Presence of microcalcifications.', + 'Heterogeneous tumor texture.', + 'Unclear tumor boundaries.', + 'Asymmetrical tumor border.', + 'High suspicion of malignancy.', + 'Suspicious growth pattern.', + 'Malignant thyroid lesion detected.', + 'Indicative of tumor malignancy.' + ] +} + +BACH_prompts = { + 'Breast non-malignant benign tissue': ["a histopathology slide showing Breast non-malignant benign tissue", + "histopathology image of Breast non-malignant benign tissue", + "pathology tissue showing Breast non-malignant benign tissue", + "presence of Breast non-malignant benign tissue on image"] + , 'Breast malignant in-situ carcinoma': ["a histopathology slide showing Breast malignant in-situ carcinoma", + "histopathology image of Breast malignant in-situ carcinoma", + "pathology tissue showing Breast malignant in-situ carcinoma", + "presence of Breast malignant in-situ carcinoma tissue on image"], + 'Breast malignant invasive carcinoma': ["a histopathology slide showing Breast malignant invasive carcinoma", + "histopathology image of Breast malignant invasive carcinoma", + "pathology tissue showing Breast malignant invasive carcinoma", + "presence of Breast malignant invasive carcinoma tissue on image"], + 'Breast normal breast tissue': ["a histopathology slide showing Breast normal breast tissue", + "histopathology image of Breast normal breast tissue", + "pathology tissue showing Breast normal breast tissue", + "presence of Breast normal breast tissue tissue on image"] + +} + +NCK_CRC_prompts = {"ADI": ["a histopathology slide showing Adipose", + "histopathology image of Adipose", "pathology tissue showing Adipose", + "presence of Adipose tissue on image"], + "DEB": ["a histopathology slide showing Debris", + "histopathology image of Debris", "pathology tissue showing Debris", + "presence of Debris tissue on image"], + "LYM": ["a histopathology slide showing Lymphocytes", + "histopathology image of Lymphocytes", "pathology tissue showing Lymphocytes", + "presence of Lymphocytes tissue on image"], + "MUC": ["a histopathology slide showing Mucus", + "histopathology image of Mucus", "pathology tissue showing Mucus", + "presence of Mucus tissue on image"], + "MUS": ["a histopathology slide showing Smooth muscle", + "histopathology image of Smooth muscle", "pathology tissue showing Smooth muscle", + "presence of Smooth muscle tissue on image"], + "NORM": ["a histopathology slide showing Normal colon mucosa", + "histopathology image of Normal colon mucosa", + "pathology tissue showing Normal colon mucosa", + "presence of Normal colon mucosa tissue on image"], + "STR": ["a histopathology slide showing Cancer-associated stroma", + "histopathology image of Cancer-associated stroma", + "pathology tissue showing Cancer-associated stroma", + "presence of Cancer-associated stroma tissue on image"], + "TUM": [ + "a histopathology slide showing Colorectal adenocarcinoma epithelium", + "histopathology image of Colorectal adenocarcinoma epithelium", + "pathology tissue showing Colorectal adenocarcinoma epithelium", + "presence of Colorectal adenocarcinoma epithelium tissue on image"], + + } + +SICAPv2_prompts = {"Benign glands": ["a histopathology slide showing Benign glands", + "histopathology image of Benign glands", "pathology tissue showing Benign glands", + "presence of Benign glands tissue on image"], + "Atrophic dense glands": ["a histopathology slide showing Atrophic dense glands", + "histopathology image of Atrophic dense glands", + "pathology tissue showing Atrophic dense glands", + "presence of Atrophic dense glands tissue on image"], + "Cribriform ill-formed fused papillary patterns": [ + "a histopathology slide showing Cribriform ill-formed fused papillary patterns", + "histopathology image of Cribriform ill-formed fused papillary patterns", + "pathology tissue showing Cribriform ill-formed fused papillary patterns", + "presence of Cribriform ill-formed fused papillary patterns tissue on image"], + "Isolated nest cells without lumen rosetting patterns": [ + "a histopathology slide showing Isolated nest cells without lumen rosetting patterns", + "histopathology image of Isolated nest cells without lumen rosetting patterns", + "pathology tissue showing Isolated nest cells without lumen rosetting patterns", + "presence of Isolated nest cells without lumen rosetting patterns tissue on image"], + + } + +skin_cancer_prompts = { + "nontumor_skin_necrosis_necrosis": ["a histopathology slide showing Necrosis", + "histopathology image of Necrosis", "pathology tissue showing Necrosis", + "presence of Necrosis tissue on image"], + + "nontumor_skin_muscle_skeletal": + ["a histopathology slide showing Skeletal muscle", + "histopathology image of Skeletal muscle", "pathology tissue showing Skeletal muscle", + "presence of Skeletal muscle tissue on image"], + + "nontumor_skin_sweatglands_sweatglands": + ["a histopathology slide showing Eccrine sweat glands", + "histopathology image of Eccrine sweat glands", "pathology tissue showing Eccrine sweat glands", + "presence of Eccrine sweat glands tissue on image"], + + "nontumor_skin_vessel_vessel": + ["a histopathology slide showing Vessels", + "histopathology image of Vessels", "pathology tissue showing Vessels", "presence of Vessels tissue on image"], + + "nontumor_skin_elastosis_elastosis": + ["a histopathology slide showing Elastosis", + "histopathology image of Elastosis", "pathology tissue showing Elastosis", + "presence of Elastosis tissue on image"], + + "nontumor_skin_chondraltissue_chondraltissue": + ["a histopathology slide showing Chondral tissue", + "histopathology image of Chondral tissue", "pathology tissue showing Chondral tissue", + "presence of Chondral tissue tissue on image"], + + "nontumor_skin_hairfollicle_hairfollicle": + ["a histopathology slide showing Hair follicle", + "histopathology image of Hair follicle", "pathology tissue showing Hair follicle", + "presence of Hair follicle tissue on image"], + "nontumor_skin_epidermis_epidermis": ["a histopathology slide showing Epidermis", + "histopathology image of Epidermis", "pathology tissue showing Epidermis", + "presence of Epidermis tissue on image"], + "nontumor_skin_nerves_nerves": + ["a histopathology slide showing Nerves", + "histopathology image of Nerves", "pathology tissue showing Nerves", "presence of Nerves tissue on image"], + + "nontumor_skin_subcutis_subcutis": + ["a histopathology slide showing Subcutis", + "histopathology image of Subcutis", "pathology tissue showing Subcutis", + "presence of Subcutis tissue on image"], + + "nontumor_skin_dermis_dermis": + ["a histopathology slide showing Dermis", + "histopathology image of Dermis", "pathology tissue showing Dermis", "presence of Dermis tissue on image"], + + "nontumor_skin_sebaceousglands_sebaceousglands": + ["a histopathology slide showing Sebaceous glands", + "histopathology image of Sebaceous glands", "pathology tissue showing Sebaceous glands", + "presence of Sebaceous glands tissue on image"], + + "tumor_skin_epithelial_sqcc": + ["a histopathology slide showing Squamous-cell carcinoma", + "histopathology image of Squamous-cell carcinoma", "pathology tissue showing Squamous-cell carcinoma", + "presence of Squamous-cell carcinoma tissue on image"], + + "tumor_skin_melanoma_melanoma": + ["a histopathology slide showing Melanoma in-situ", + "histopathology image of Melanoma in-situ", "pathology tissue showing Melanoma in-situ", + "presence of Melanoma in-situ tissue on image"], + + "tumor_skin_epithelial_bcc": + ["a histopathology slide showing Basal-cell carcinoma", + "histopathology image of Basal-cell carcinoma", "pathology tissue showing Basal-cell carcinoma", + "presence of Basal-cell carcinoma tissue on image"], + + "tumor_skin_naevus_naevus": + ["a histopathology slide showing Naevus", + "histopathology image of Naevus", "pathology tissue showing Naevus", "presence of Naevus tissue on image"] +} + +skin_tumor_prompts = { + + "tumor_skin_epithelial_sqcc": + ["a histopathology slide showing Squamous-cell carcinoma", + "histopathology image of Squamous-cell carcinoma", "pathology tissue showing Squamous-cell carcinoma", + "presence of Squamous-cell carcinoma tissue on image"], + + "tumor_skin_melanoma_melanoma": + ["a histopathology slide showing Melanoma in-situ", + "histopathology image of Melanoma in-situ", "pathology tissue showing Melanoma in-situ", + "presence of Melanoma in-situ tissue on image"], + + "tumor_skin_epithelial_bcc": + ["a histopathology slide showing Basal-cell carcinoma", + "histopathology image of Basal-cell carcinoma", "pathology tissue showing Basal-cell carcinoma", + "presence of Basal-cell carcinoma tissue on image"], + + "tumor_skin_naevus_naevus": + ["a histopathology slide showing Naevus", + "histopathology image of Naevus", "pathology tissue showing Naevus", "presence of Naevus tissue on image"] +} + +Osteo_prompts = { + "Normal non-tumor": ["a histopathology slide showing Normal non-tumor", "histopathology image of Normal non-tumor", + "pathology tissue showing Normal non-tumor", "presence of Normal non-tumor tissue on image"], + "Necrotic": ["a histopathology slide showing Necrotic", + "histopathology image of Necrotic", "pathology tissue showing Necrotic", + "presence of Necrotic tissue on image"], + "Tumor": ["a histopathology slide showing Tumor", + "histopathology image of Tumor", "pathology tissue showing Tumor", "presence of Tumor tissue on image"] +} +# breast_us_prompts = { +# 'malignant': [ +# 'Irregular tumor shape.', +# 'Nonuniform tumor margins.', +# 'Presence of microcalcifications.', +# 'Heterogeneous tumor texture.', +# 'Unclear tumor boundaries.' +# ], +# 'benign': [ +# 'Symmetrical shape.', +# 'Smooth borders.', +# 'No microcalcifications.', +# 'Uniform texture.', +# 'Regular shape and size.' +# ] +# } + +# meniscus_mri_prompts = { +# 'yes': [ +# "Abnormalities.", +# "Changes in anatomy.", +# "Not normal knee joint.", +# "Irregularities present.", +# "Knee configuration not normal.", +# "Evident findings.", +# "Abnormal case.", +# "Evidences of abnormalities.", +# "Detectable abnormalities.", +# "Tear indication."], +# 'no': [ +# "No abnormalities.", +# "Normal anatomy.", +# "Normal knee joint.", +# "No irregularities.", +# "Normal knee configuration.", +# "Normal findings.", +# "Normal case.", +# "No signs of abnormalities.", +# "No detectable abnormalities.", +# "No relevant findings." +# ]} + +meniscus_mri_prompts = {'no': ['Normal appearance of the knee in MRI imaging.', + 'MRI scan showing no abnormalities in the knee.', + 'The knee MRI indicates a normal condition.', + 'MRI of the knee displaying typical anatomy and no pathologic findings.', + 'Normal knee structure as revealed by magnetic resonance imaging.', + 'Magnetic resonance image of the knee showing healthy structural integrity.', + 'The MRI results confirm normal knee anatomy without any abnormal findings.', + 'Diagnostic MRI reveals the knee to be in normal condition.', + 'Knee MRI, which shows no signs of pathology, indicating a normal state.', + 'MRI examination of the knee presents normal anatomical features..'], + 'yes': ['Meniscal abnormality detected in MRI imaging of the knee.', + 'MRI of the knee reveals meniscal pathology.', + 'Knee MRI indicating abnormalities in the meniscus.', + 'Abnormal meniscal findings in knee MRI scan.', + 'Meniscal degeneration observed in knee MRI.', + 'MRI scan of the knee showing meniscal damage.', + 'Evidence of meniscal irregularities in the MRI of the knee.', + 'Knee MRI scan diagnostic of a meniscal disorder.', + 'Meniscal disruption identified in knee MRI examination.', + 'MRI assessment of the knee displays meniscal anomaly.']} + +acl_mri_prompts = { + 'no': ['Normal appearance of the knee in MRI imaging.', + 'MRI scan showing no abnormalities in the knee.', + 'The knee MRI indicates a normal condition.', + 'MRI of the knee displaying typical anatomy and no pathologic findings.', + 'Normal knee structure as revealed by magnetic resonance imaging.', + 'Magnetic resonance image of the knee showing healthy structural integrity.', + 'The MRI results confirm normal knee anatomy without any abnormal findings.', + 'Diagnostic MRI reveals the knee to be in normal condition.', + 'Knee MRI, which shows no signs of pathology, indicating a normal state.', + 'MRI examination of the knee presents normal anatomical features..'], + 'yes': ['ACL pathology is evident in the MRI imaging of the knee.', + 'The MRI scan reveals a pathology in the anterior cruciate ligament of the knee.', + 'Pathological changes in the knee ACL are detected in the MRI.', + 'The knee MRI results indicate an ACL disorder.', + 'An anterior cruciate ligament pathology is diagnosed through the knee MRI.', + 'MRI of the knee shows compromised integrity of the ACL.', + 'The knee anterior cruciate ligament exhibits pathological abnormalities in the MRI scan.', + 'MRI findings suggest a disease process in the knee anterior cruciate ligament.', + 'The imaging of the knee reveals a pathological condition of the ACL.', + 'A disorder in the knee’s anterior cruciate ligament is visible on MRI.']} + +# 'no': ['Normal appearance of the knee in MRI imaging', 'MRI scan showing no abnormalities in the knee', +# 'The knee MRI indicates a normal condition', +# 'MRI of the knee displaying typical anatomy and no pathologic findings', +# 'Normal knee structure as revealed by magnetic resonance imaging', +# 'Magnetic resonance image of the knee showing healthy structural integrity', +# 'The MRI results confirm normal knee anatomy without any abnormal findings', +# 'Diagnostic MRI reveals the knee to be in normal condition', +# 'Knee MRI, which shows no signs of pathology, indicating a normal state', +# 'MRI examination of the knee presents normal anatomical features.']} + + +radimagenet_all_prompts = { + 'MRI photo, knee, meniscal abnormality': ['Meniscal abnormality detected in MRI imaging of the knee.', + 'MRI of the knee reveals meniscal pathology.', + 'Knee MRI indicating abnormalities in the meniscus.', + 'Abnormal meniscal findings in knee MRI scan.', + 'Meniscal degeneration observed in knee MRI.', + 'MRI scan of the knee showing meniscal damage.', + 'Evidence of meniscal irregularities in the MRI of the knee.', + 'Knee MRI scan diagnostic of a meniscal disorder.', + 'Meniscal disruption identified in knee MRI examination.', + 'MRI assessment of the knee displays meniscal anomaly.'], + 'MRI photo, knee, chondral abnormality': ['Chondral abnormality evident in the MRI image of the knee.', + 'The MRI of the knee reveals a chondral defect.', + 'Knee MRI showing signs of chondral damage.', + 'MRI scan indicates a chondral lesion in the knee zone.', + 'Evidence of a chondral abnormality in knee MRI assessment.', + 'Diagnostic MRI indicates chondral deterioration in the knee.', + 'Chondral impairment detected in the knee by MRI imaging.', + 'Knee MRI scan presents with chondral pathology.', + 'MRI assessment of the knee displays chondral abnormality.', + 'Chondral disruption observed in knee MRI image.'], + 'MRI photo, knee, mcl pathology': [ + 'MRI scan showing pathology of the medial collateral ligament (MCL) in the knee.', + 'Image from MRI depicting medial collateral ligament disease in the knee region.', + 'MRI image highlights an abnormal medial collateral ligament (MCL) in the knee.', + 'Pathological changes in the knee medial collateral ligament captured by MRI.', + 'Medial collateral ligament (MCL) degeneration in the knee as shown in MRI.', + 'MRI visualization of the knee’s medial collateral ligament displaying pathological signs.', + 'Diagnostic MRI revealing damage in the knee’s medial collateral ligament.', + 'Knee MRI indicating medial collateral ligament (MCL) pathology.', + 'The medial collateral ligament on knee MRI appears pathologically altered.', + 'MRI of the knee exhibiting signs of medial collateral ligament dysfunction.'], + 'MRI photo, knee, soft tissue fluid collection': ['Soft tissue fluid collection evident in the MRI of the knee.', + 'Fluid accumulation in soft tissues observed in knee MRI.', + 'MRI imaging reveals soft tissue fluid collection around the knee.', + 'Knee MRI showing accumulation of fluid in the soft tissues.', + 'Presence of fluid in soft tissues detected by MRI of the knee.', + 'Soft tissue fluid collection in the knee as shown in MRI imaging.', + 'MRI of the knee indicates a soft tissue fluid accumulation.', + 'Examination of knee MRI displays soft tissue fluid collection.', + 'Knee MRI diagnostic reveals fluid collection within soft tissues.', + 'Fluid collection in knee soft tissues apparent on MRI scan.'], + 'MRI photo, knee, fracture': ['Fractured knee depicted in MRI imaging.', + 'MRI scan showing a knee with a fracture.', + 'Knee fracture evident on MRI photograph.', + 'Magnetic Resonance Imaging reveals a fractured knee.', + 'MRI captures the condition of a fractured knee.', + 'Fracture diagnosis in the knee confirmed by MRI.', + 'MRI results display knee fracture.', + 'Knee structure with fracture visualized through MRI.', + 'Fractured knee bone identified in MRI scan.', + 'MRI diagnostic image of a knee fracture.'], + 'MRI photo, knee, bone inflammation': ['MRI imaging depicts inflammation of the bone in the knee region.', + 'The MRI shows evidence of osseous inflammation in the knee.', + 'Knee MRI indicating signs of bone inflammation.', + 'Imaging of the knee on MRI revealing inflammatory changes within the bone.', + 'Bone inflammation is evident in the knee based from the MRI results.', + 'In the MRI scan, the knee bone presents with inflammation.', + 'The knee bone inflammation is manifest on the MRI imaging.', + 'MRI evidence of inflammatory bone condition in the knee.', + 'Knee bone displays signs of inflammation in magnetic resonance imaging.', + 'Inflammatory response in knee bone observed in MRI scan.'], + 'MRI photo, knee, acl pathology': ['ACL pathology is evident in the MRI imaging of the knee..', + 'The MRI scan reveals a pathology in the anterior cruciate ligament of the knee..', + 'Pathological changes in the knee ACL are detected in the MRI..', + 'The knee MRI results indicate an ACL disorder..', + 'An anterior cruciate ligament pathology is diagnosed through the knee MRI..', + 'MRI of the knee shows compromised integrity of the ACL..', + 'The knee anterior cruciate ligament exhibits pathological abnormalities in the MRI scan..', + 'MRI findings suggest a disease process in the knee anterior cruciate ligament..', + 'The imaging of the knee reveals a pathological condition of the ACL..', + 'A disorder in the knee’s anterior cruciate ligament is visible on MRI..'], + 'MRI photo, knee, patella pathology': [ + 'Pathological condition of the patella evident in the MRI image of the knee.', + 'MRI scan revealing patellar abnormality in the knee joint.', + 'Diagnosis of patella pathology is confirmed via knee MRI imaging.', + 'Knee MRI demonstrates degenerative changes in the patella.', + 'MRI assessment of the knee shows structural anomalies in the patella.', + 'Knee-based MRI analysis indicates patellar disease.', + 'Magnetic Resonance Imaging of the knee, focusing on patella pathology.', + 'MRI captured patellar dysplasia within the knee structure.', + 'Aberrations in the patella illuminated by knee MRI scan.', + 'Patellar pathology diagnosed through Magnetic Resonance Imaging of the knee.'], + 'MRI photo, knee, intra': ['MRI depicting intra-articular pathology of the knee.', + 'Knee MRI shows signs of intra-articular knee disorder.', + 'The image displays intra-articular abnormalities in the knee via MRI.', + 'MRI analysis reveals intra-articular knee anomalies.', + 'Examination of the knee through MRI for intra-articular conditions.', + 'This MRI image illustrates the intra-articular status of knee tissue.', + 'Knee MRI presenting intra-articular complications.', + 'MRI captured intra-articular disturbances in the knee joint.', + 'Knee MRI indicative of an intra-articular condition.', + 'MRI knee evaluation showing intra-articular tissue changes.'], + 'MRI photo, knee, quad pathology': ['Quad pathology evident in the MRI of the knee.', + 'Knee MRI showing signs of quad pathology.', + 'MRI imaging of the knee reveals quad pathology.', + 'Pathological changes in the quad observed in knee MRI.', + 'Quad pathology depicted in the MRI scan of the knee.', + 'MRI results indicate a quad pathology in the knee region.', + 'Diagnosis of quad pathology from knee MRI imaging.', + 'MRI of the knee exhibiting quad pathology.', + 'Knee MRI diagnostic image with quad pathology.', + 'Manifestation of quad pathology in the MRI of the knee.'], + 'MRI photo, knee, post operative acl': ['Post-operative ACL MRI scan of the knee.', + 'MRI imaging depicting knee after ACL surgery.', + 'Post-surgical assessment of ACL via knee MRI.', + 'Knee MRI showcasing post-operative ACL changes.', + 'MRI evaluation of the knee following ACL surgery.', + 'Imaging of knee post ACL surgical intervention.', + 'Knee MRI revealing post-operative changes in the ACL.', + 'Assessment through MRI of a knee ACL post surgery.', + 'MRI scan of knee illustrating post-operative ACL condition.', + 'Post-operative state of ACL in knee observed through MRI imaging.'], + 'MRI photo, knee, soft tissue edema': ['MRI imaging revealing edema within the soft tissues of the knee.', + 'Soft tissue swelling evident from MRI imaging of the knee.', + 'MRI scan shows signs of soft tissue edema in the knee region.', + 'Edematous changes detected in the knee soft tissues via MRI.', + 'MRI of the knee displays soft tissue edema.', + 'Knee MRI indicates swelling in the soft tissues.', + 'Soft tissue edema demonstrated by MRI examination of the knee.', + 'The knee soft tissues exhibit edema on MRI.', + 'MRI results confirm edema in the knee’s soft tissues.', + 'Soft tissue edema in the knee visualized through MRI techniques.'], + 'MRI photo, knee, pcl pathology': [ + 'MRI image demonstrating pathology of the posterior cruciate ligament (PCL) in the knee.', + 'Posterior cruciate ligament abnormality evident in the knee MRI scan.', + 'MRI of the knee showing degenerative changes in the posterior cruciate ligament.', + 'Knee MRI revealing the pathological condition of the PCL.', + 'Pathology of the PCL as depicted by magnetic resonance imaging of the knee.', + 'MRI scan of the knee indicating a PCL injury.', + 'The knee posterior cruciate ligament exhibits pathological signs in this MRI image.', + 'Diagnostic MRI of the knee focusing on PCL pathology.', + 'Knee MRI visualizing pathology in the posterior cruciate ligament.', + 'Posterior cruciate ligament pathology identified in knee MRI.'], + 'MRI photo, knee, fcl pathology': ['MRI image displaying pathology of the fibular collateral ligament in the knee.', + 'Fibular collateral ligament deterioration evident in knee MRI.', + 'MRI reveal of the knee showing fibular collateral ligament abnormalities.', + 'Knee MRI demonstrating compromised fibular collateral ligament.', + 'Diagnostic MRI of knee with fibular collateral ligament pathology.', + 'Pathologic features of the fibular collateral ligament observed in knee MRI.', + 'Knee MRI presentation of fibular collateral ligament degeneration.', + 'MRI assessment reveals pathology in the knee’s fibular collateral ligament.', + 'An MRI of the knee exhibiting issues with the fibular collateral ligament.', + 'Magnetic resonance imaging of the knee, focusing on fibular collateral ligament pathology.'], + 'MRI photo, knee, hematoma': ['MRI image depicts a hematoma in the knee region..', + 'The image shows a hematoma localized within the knee captured via MRI.', + 'MRI scan illustrating a knee affected by a hematoma.', + 'Magnetic Resonance Imaging reveals a hematogenous mass in the knee.', + 'Knee MRI results confirming the presence of a hematoma.', + 'A hematoma in the knee is evident in this MRI scan.', + 'MRI of the knee demonstrating a hematologic accumulation.', + 'This MRI knee scan reveals a distinct hematoma.', + 'Evidence of a knee hematoma is visible in this MRI photograph.', + 'MRI diagnostic image showing a hematoma within the knee anatomy.'], + 'MRI photo, knee, muscle strain': ['Muscle strain is evident in the MRI image of the knee..', + 'The knee MRI reveals a muscle strain..', + 'Muscle strain manifested in the knee region, as displayed in the MRI..', + 'MRI scan of the knee showing signs of muscle strain..', + 'Muscular strain is diagnosed in the knee from the MRI assessment..', + 'The knee MRI scan demonstrates a condition of muscle strain..', + 'Muscle strain is the detected condition in the knee as per the MRI result..', + 'Evidence of muscle strain in knee observed through MRI technique..', + 'Muscle strain in the knee area, identified via MRI imaging..', + 'The condition of muscle strain is highlighted in the knee’s MRI..'], + 'MRI photo, knee, soft tissue mass': ['Soft tissue mass identified in the knee on MRI imaging.', + 'MRI reveals a mass within the soft tissues of the knee.', + 'The MRI scan shows a soft tissue mass located at the knee.', + 'Knee MRI demonstrates a mass present in the soft tissues.', + 'Soft tissue mass in the knee depicted by MRI examination.', + 'MRI of the knee reveals presence of a soft tissue mass.', + 'Imaging of a soft tissue mass at the knee via MRI.', + 'Soft tissue mass at the knee region, as seen on MRI scan.', + 'MRI examination of the knee indicates a soft tissue mass.', + 'Knee observed on MRI with a detected soft tissue mass.'], + 'MRI photo, shoulder, labral pathology': ['Labral pathology identified in an MRI image of the shoulder..', + 'Shoulder MRI revealing signs of labral pathology..', + 'Labral damage is evident from the MRI scan of the shoulder..', + 'MRI of the shoulder showing labral pathology..', + 'The MRI image demonstrates a pathology of the labrum in the shoulder region..', + 'Evidence of labral pathology in the shoulder as depicted by MRI..', + 'Shoulder labral pathology is diagnosed through this MRI scan..', + 'MRI results indicate a pathological condition of the shoulder labrum..', + 'Diagnosis of labral pathology in the shoulder from MRI findings..', + 'The shoulder MRI image displays characteristics of labral pathology..'], + 'MRI photo, shoulder, supraspinatus pathology': ['Supraspinatus pathology evident in MRI of the shoulder.', + 'MRI imaging reveals abnormalities in the supraspinatus of the shoulder.', + 'Shoulder MRI scan showing signs of supraspinatus pathology.', + 'Pathological changes in the supraspinatus identified in shoulder MRI.', + 'MRI of the shoulder displays supraspinatus tissue pathology.', + 'Diagnostic MRI results indicate pathology in the shoulder’s supraspinatus.', + 'Supraspinatus impairments detected in the MRI study of the shoulder.', + 'Shoulder region MRI confirms pathological condition of the supraspinatus.', + 'MRI examination of shoulder shows pathological supraspinatus alterations.', + 'The supraspinatus muscle shows pathological changes on the shoulder MRI scan.'], + 'MRI photo, shoulder, soft tissue fluid': ['Soft tissue fluid evident in an MRI image of the shoulder.', + 'MRI scan showing fluid accumulation in the soft tissues of the shoulder.', + 'Fluid in the soft tissues detected in a shoulder MRI.', + 'Shoulder MRI revealing the presence of soft tissue fluid.', + 'Soft tissue fluid within the shoulder illustrated in MRI imaging.', + 'MRI of the shoulder indicating soft tissue fluid presence.', + 'Fluid accumulation in shoulder soft tissues, as revealed by MRI.', + 'MRI diagnostic image displaying fluid in the soft tissues of the shoulder.', + 'Soft tissue fluid in the shoulder region observed on MRI.', + 'MRI evidence of fluid within the soft tissues around the shoulder area.'], + 'MRI photo, shoulder, ghj oa': ['Osteoarthritis visibly characterized in the shoulder joint on MRI imaging.', + 'MRI reveals degenerative changes consistent with osteoarthritis in the shoulder.', + 'The shoulder MRI scan shows signs of osteoarthritis.', + 'Evidence of osteoarthritis in the shoulder is apparent on the magnetic resonance image.', + 'The MRI of the shoulder indicates joint degeneration suggestive of osteoarthritis.', + 'Degenerative osteoarthritis identified in the shoulder from MRI results.', + 'Diagnostic MRI of the shoulder showing features of osteoarthritis.', + 'Shoulder degeneration due to osteoarthritis is detected in the MRI scan.', + 'MRI examination of the shoulder displays osteoarthritic changes.', + 'Osteoarthritis in the shoulder diagnosed via MRI.'], + 'MRI photo, shoulder, acj oa': ['Acromioclavicular joint osteoarthritis evident in MRI of the shoulder.', + 'Shoulder MRI displaying degenerative changes consistent with acromioclavicular joint osteoarthritis.', + 'MRI scan of the shoulder showing typical signs of acromioclavicular joint osteoarthritis.', + 'Osteoarthritic changes of the acromioclavicular joint captured in shoulder MRI.', + 'MRI imaging reveals acromioclavicular joint osteoarthritis in the shoulder region.', + 'Diagnostic MRI of the shoulder identifies osteoarthritis in the acromioclavicular joint.', + 'Shoulder MRI shows sign of acromioclavicular joint degeneration consistent with osteoarthritis.', + 'Acromioclavicular osteoarthritis is diagnosed through MRI imaging of the shoulder.', + 'The MRI of the shoulder illustrates osteoarthritic deterioration at the acromioclavicular joint.', + 'MRI captured acromioclavicular joint osteoarthritis in the shoulder anatomy.'], + 'MRI photo, shoulder, osseous lesion': ['Osseous lesion identified in the shoulder from MRI imaging.', + 'MRI scan reveals a bone lesion in the shoulder region.', + 'Bone abnormality in the shoulder depicted on MRI.', + 'MRI of the shoulder shows an osseous lesion.', + 'Shoulder MRI indicates presence of bone lesion.', + 'Bone lesion visualized on MRI in the shoulder area.', + 'Magnetic Resonance Imaging of the shoulder displays an osseous lesion.', + 'Diagnostic MRI of the shoulder detected bone pathology.', + 'Shoulder region MRI confirms osseous lesion.', + 'Bone lesion in shoulder evidenced by MRI scan.'], + 'MRI photo, shoulder, subscapularis pathology': ['Subscapularis pathology depicted in MRI imaging of the shoulder.', + 'Shoulder MRI scan showing signs of subscapularis muscle pathology.', + 'MRI evidence of pathology in the subscapularis of the shoulder region.', + 'Diagnostic MRI revealing abnormality in the shoulder subscapularis tissue.', + 'Subscapularis disorder identified in magnetic resonance imaging of the shoulder.', + 'Shoulder subscapularis shows pathological changes in MRI scan.', + 'Pathological findings in the subscapularis from a shoulder MRI examination.', + 'MRI of the shoulder indicating subscapularis muscle impairment.', + 'Visualization of subscapularis pathology in shoulder MRI.', + 'Shoulder MRI illustrates pathology in subscapularis muscle region.'], + 'MRI photo, shoulder, post op': ['Postoperative MRI scan of the shoulder.', + 'MRI imaging showing the shoulder after surgical intervention.', + 'Post-surgical MRI representation of the shoulder.', + 'Magnetic Resorption Imaging conducted post-operation on the shoulder.', + 'MRI scan depicting postoperative changes in the shoulder.', + 'Postoperative condition of the shoulder displayed in MRI imaging.', + 'Shoulder MRI conducted after surgical procedure.', + 'MRI examination of the shoulder following surgery.', + 'Shoulder postoperative state visualized through MRI.', + 'Post-surgical assessment of the shoulder via MRI imaging.'], + 'MRI photo, shoulder, marrow inflammation': [ + 'Inflammatory changes noted within the marrow of the shoulder on MRI imaging.', + 'MRI examination reveals signs of inflammation in the shoulder marrow.', + 'The marrow in the shoulder shows inflammation as observed in the MRI scan.', + 'MRI diagnostic imaging displays the presence of marrow inflammation within the shoulder region.', + 'The shoulder bone marrow is inflamed, as detected on magnetic resonance imaging.', + 'Magnetic resonance imaging of the shoulder indicates marrow inflammation.', + 'Inflammation of the shoulder marrow evident on MRI.', + 'MRI of the shoulder reveals inflammatory changes in the bone marrow.', + 'Signs of marrow inflammation in the shoulder captured through MRI.', + 'Inflammatory condition of the shoulder marrow as visualized on MRI scan.'], + 'MRI photo, shoulder, soft tissue edema': ['MRI image showing edema within the soft tissues of the shoulder.', + 'Soft tissue edema observed in the shoulder region on the MRI scan.', + 'MRI scan depicting an increase in fluid in the soft tissues around the shoulder.', + 'Shoulder MRI clearly indicates soft tissue swelling due to edema.', + 'Evidence of soft tissue edema in the shoulder as seen on MRI.', + 'MRI of the shoulder displaying soft tissue edema.', + 'The MRI reveals fluid accumulation in the shoulder soft tissues.', + 'Diagnostic MRI identifies swollen soft tissues in the shoulder area.', + 'Shoulder soft tissue edema presented in MRI imaging.', + 'MRI diagnostic image of the shoulder showing edema in soft tissues.'], + 'MRI photo, shoulder, infraspinatus pathology': ['Infraspinatus pathology is evident in the MRI of the shoulder.', + 'The MRI scan demonstrates pathological changes in the infraspinatus muscle of the shoulder.', + 'Shoulder MRI reveals abnormalities consistent with infraspinatus pathology.', + 'Pathological findings in the infraspinatus are visible on the shoulder MRI scan.', + 'The infraspinatus muscle shows signs of pathology in this shoulder MRI image.', + 'Abnormal infraspinatus morphology detected on MRI of the shoulder.', + 'The MRI of the shoulder indicates a pathology involving the infraspinatus.', + 'Diagnostic MRI of the shoulder displays infraspinatus pathology changes.', + 'Shoulder MRI depicts the pathological condition of the infraspinatus muscle.', + 'In this MRI image of the shoulder, the infraspinatus muscle pathology is apparent.'], + 'MRI photo, shoulder, ca++ tendinosis': ['MRI image depicting calcific tendinosis in the shoulder region.', + 'MRI scan showing the presence of calcium deposits in the shoulder tendons.', + 'Calcium tendinopathy visualized in the shoulder on MRI.', + 'MRI representation of shoulder with signs of calcium buildup in the tendons.', + 'Calcific deposition in the shoulder tendons as seen on MRI.', + 'Magnetic Resurface Imaging revealing calcific tendinosis in the shoulder area.', + 'MRI showcases calcification within the shoulder’s tendinous structures.', + 'Shoulder MRI with evidence of calcific tendinosis.', + 'Calcium-rich tendinosis in the shoulder depicted through MRI.', + 'MRI diagnosis of calcified tendinopathy in the shoulder.'], + 'MRI photo, shoulder, biceps pathology': ['MRI scan demonstrating pathology of the biceps in the shoulder region.', + 'Shoulder MRI revealing biceps abnormalities.', + 'Biceps pathology is evident in this shoulder MRI image.', + 'MRI image of the shoulder with evident biceps pathology.', + 'Pathological findings in the biceps as shown in the shoulder MRI.', + 'Diagnostic MRI of the shoulder indicating a biceps disorder.', + 'Shoulder imaging on MRI displays biceps pathology.', + 'MRI evidence of biceps pathology in the shoulder area.', + 'Illustration of biceps pathology via MRI of the shoulder.', + 'Shoulder MRI scan with focus on biceps pathology.'], + 'MRI photo, hip, chondral pathology': ['Chondral pathology evident in the MRI image of the hip.', + 'MRI delineation of hip showing signs of chondral pathology.', + 'Chondral damage of the hip depicted in MRI scan.', + 'MRI of the hip reveals chondral pathology.', + 'Hip MRI indicating the presence of chondral pathology.', + 'Chondral pathology in hip joint displayed in MRI imaging.', + 'Chondral pathology is demonstrated in this MRI of the hip region.', + 'MRI exam of the hip showing chondral pathology.', + 'The MRI scan distinctly shows chondral pathology of the hip.', + 'Evidence of chondral pathology seen on the hip MRI.'], + 'MRI photo, hip, labral pathology': ['MRI image reveals labral pathology in the hip region.', + 'Labral pathology detected in the hip on MRI scan.', + 'The MRI of the hip shows signs of labral pathology.', + 'Hip MRI indicating evidence of labral pathology.', + 'Magnetic resonance imaging of the hip with labral pathology present.', + 'Hip labral pathology is evident on the MRI image.', + 'MRI demonstrates labral pathology in the hip area.', + 'The hip labral pathology is highlighted in the MRI photo.', + 'Magnetic resonance image of the hip displays labral pathology.', + 'Labral pathology in the hip region evidenced by MRI.'], + 'MRI photo, hip, marrow inflammation': ['MRI image showing inflammation in the bone marrow of the hip.', + 'Magnetic resonance imaging reveals hip marrow inflammation.', + 'Inflammatory changes in the hip bone marrow observed in MRI.', + 'MRI scan indicates increased inflammatory activity in the hip marrow.', + 'Hip region MRI demonstrates signs of bone marrow inflammation.', + 'Bone marrow inflammation in the hip evidenced by magnetic resonance imaging.', + 'MRI of the hip region showing signs of marrow inflammation.', + 'Magnetic resonance image depicts inflammation within the hip’s bone marrow.', + 'The MRI scan presents inflammatory changes in the bone marrow of the hip.', + 'Marrow inflammation in the hip identified on MRI.'], + 'MRI photo, hip, soft tissue fluid': ['Fluid accumulation in soft tissues observed in the hip MRI image.', + 'An MRI scan showing fluid in soft tissues around the hip.', + 'The MRI indicates fluid accumulation within the soft tissues of the hip region.', + 'Soft tissue fluid visible in the hip on magnetic resonance imaging.', + 'The hip MRI reveals the presence of fluid within the surrounding soft tissues.', + 'Magnetic resonance imaging of the hip displays fluid in the soft tissues.', + 'Evidence of fluid accumulation in the hip soft tissues detected by MRI.', + 'Hip MRI illustrating soft tissue fluid accumulation.', + 'MRI diagnostic of fluid in the soft tissues of the hip area.', + 'Fluid presence in hip soft tissues as shown in MRI findings.'], + 'MRI photo, hip, post op': ['Post-operative MRI scan of the hip demonstrating surgical changes.', + 'MRI imaging showing the hip after surgical intervention.', + 'Post-surgical MRI results of the hip region.', + 'Magnetic resonance imaging of the hip, status post-operation.', + 'Post-operative status visualized on hip MRI.', + 'MRI of the hip showing post-surgical alterations.', + 'Post-op MR image of the hip, depicting recovery or complications.', + 'Hip MRI post-surgery indicating the current state.', + 'Post-operative assessment via MRI for the hip area.', + 'MRI depicting the hip following surgical treatment.'], + 'MRI photo, hip, soft tissue mass': ['MRI image depicting a soft tissue mass in the hip region..', + 'Soft tissue mass evident in the hip, as shown in the MRI scan..', + 'MRI scan reveals a mass within the soft tissues of the hip..', + 'Hip MRI indicating the presence of a soft tissue mass..', + 'Soft tissue mass in the hip visualized by magnetic resonance imaging..', + 'Magnetic resonance image of the hip showing a soft tissue mass..', + 'The hip MRI scan illustrates a mass in the soft tissues..', + 'A mass in the soft tissue of the hip is captured in this MRI..', + 'MRI diagnostic of hip shows a soft tissue mass..', + 'Analysis of hip MRI reveals a mass in the soft tissues..'], + 'MRI photo, hip, osseous disruption': ['Osseous disruption evident in the MRI image of the hip.', + 'MRI scan reveals bone structure disruption in the hip region.', + 'Hip MRI displaying signs of osseous disruption.', + 'Disruption of bone tissue observed in hip MRI.', + 'Magnetic Resonance Imaging of the hip shows osseous disruption.', + 'Bone disruption in the hip visible on MRI scan.', + 'MRI of the hip region indicating a disruption in osseous tissue.', + 'Osseous tissue disruption detected in MRI examination of the hip.', + 'MRI analysis of hip reveals disrupted bone structure.', + 'Hip region on MRI with evident osseous tissue disruption.'], + 'MRI photo, hip, osseous lesion': ['Osseous lesion identified in the hip region on MRI imaging.', + 'MRI imaging reveals a bone lesion in the hip.', + 'Bone abnormality in the hip apparent on MRI scan.', + 'MRI of the hip shows evidence of an osseous lesion.', + 'Hip MRI indicates the presence of a bone lesion.', + 'Bone lesion in the hip area detected by MRI.', + 'MRI scan of the hip demonstrating an osseous lesion.', + 'Diagnosis of osseous lesion in the hip via MRI imaging.', + 'MRI examination of the hip reveals bone lesion.', + 'Evidence of osseous lesion in the hip on MRI.'], + 'MRI photo, hip, abductor pathology ': ['Abductor pathology is evident in the MRI image of the hip.', + 'The hip MRI reveals signs of abductor muscle pathology.', + 'Pathological findings of the abductor muscle are visible in the hip MRI.', + 'The MRI of the hip demonstrates abnormalities consistent with abductor pathology.', + 'Abductor muscle dysfunction is diagnosed in the hip MRI.', + 'Hip MRI scan showing abnormal abductor muscle condition.', + 'The hip MRI indicates a pathological condition in the abductor muscle.', + 'Evidence of abductor muscle pathology in the hip is depicted in the MRI scan.', + 'MRI of the hip showcases the pathological state of the abductor muscles.', + 'The imaging of the hip by MRI shows signs indicative of abductor pathology.'], + 'MRI photo, hip, soft tissue edema': ['Soft tissue edema evident in MRI of the hip.', + 'MRI imaging of the hip shows swelling in the soft tissues.', + 'Hip MRI reveals signs of soft tissue edema.', + 'Edema of soft tissues observed on hip MRI scan.', + 'MRI scan of the hip indicates soft tissue swelling.', + 'Evidence of soft tissue edema in the hip region on MRI.', + 'Magnetic resonance imaging of the hip displays soft tissue edema.', + 'Localized edema in soft tissues detected by MRI of the hip.', + 'Swelling of soft tissues in the hip as shown in MRI findings.', + 'MRI of the hip demonstrates soft tissue edema presence.'], + 'MRI photo, hip, hematoma': ['Hematoma evident in the hip region on MRI imaging.', + 'MRI scan reveals a hematoma located in the hip area.', + 'Hip MRI indicates the presence of a hematoma.', + 'The image obtained by MRI of the hip shows a hematoma.', + 'A hip hematoma is diagnosed through MRI technology.', + 'Magnetic Resonance Imaging of the hip discloses hematoma.', + 'MRI results display a hematoma in the hip.', + 'The MRI of the hip exhibits a hematoma.', + 'Detection of a hematoma in the hip from MRI analysis.', + 'Hematoma in the hip area as visualized on MRI.'], + 'MRI photo, hip, hamstring pathology': ['Hamstring pathology is evident in the MRI image of the hip.', + 'The MRI scan of the hip clearly shows a hamstring pathology.', + 'Hamstring disorder detected through hip MRI imaging.', + 'Pathological findings in the hamstring observed in the hip MRI.', + 'HIP MRI analysis reveals underlying hamstring pathology.', + 'The image from the hip MRI demonstrates a pathology in the hamstring.', + 'Radiographic evidence of hamstring pathology in the hip MRI.', + 'Diagnosis of hamstring pathology from hip MRI imaging.', + 'MRI of the hip displays signs of a pathology in the hamstring region.', + 'The hip MRI photo indicates a disorder in the hamstring.'], + 'MRI photo, hip, capsular pathology': ['Capsular pathology is evident in the MRI image of the hip..', + 'The MRI of the hip reveals signs of capsular pathology..', + 'Capsular pathology is displayed in the hip section of the MRI scan..', + 'Evidence of capsular pathology in the hip is captured in the MRI photograph..', + 'The MRI scan showcases the capsular pathology affecting the hip..', + 'In the MRI visual, the hip exhibits capsular pathology..', + 'Hip MRI illustrates indications of capsurgical pathology..', + 'The capsular pathology in the hip region is highlighted in the MRI image..', + 'MRI imaging of the hip highlights the presence of capsular pathology..', + 'Pathology of the hip capsule is diagnosed in the MRI scan..'], + 'MRI photo, spine, cord pathology ': ['Cord pathology evident in MRI imaging of the spine.', + 'Spinal MRI reveals abnormalities in the cord structure.', + 'Pathological changes in the spinal cord detected through MRI.', + 'MRI scan of the spine indicates cord pathology.', + 'Magnetic Residency Imaging show specific signs of spinal cord pathology.', + 'Diagnosis of cord pathology based on spine MRI findings.', + 'MRI portrayal of pathological conditions within the spinal cord.', + 'Spinal cord abnormalities visualized in MRI examination.', + 'MRI diagnostic imaging of spine shows signs of cord pathology.', + 'Evidence of spinal cord pathology observed in MRI scan.'], + 'MRI photo, spine, dural epidural abn': ['MRI reveals the presence of a dural epidural abnormality in the spine.', + 'Magnetic resonance imaging indicates the detection of an epidural dural abnormality in the spinal region.', + 'Spinal MRI scan showcasing an abnormal dural epiduration.', + 'MRI of the spine depicts signs of a dural epidural lesion.', + 'The MRI examination of the spine shows a manifestation of an abnormality in the dural epidural area.', + 'MRI spine imaging displays a dural epidural abnormality evident.', + 'The spinal magnetic resonance image reveals a pathology at the dural epidural site.', + 'MRI scan results show an abnormality in the epidural dural layer of the spine.', + 'Evidence of dural epidural abnormality in the spinal MRI.', + 'Detection of a pathological condition in the dural epidural area of the spine through MRI.'], + 'MRI photo, spine, foraminal pathlogy': ['Foraminal pathology evident in the MRI of the spine.', + 'Spinal MRI reveals foraminal abnormalities.', + 'MRI imaging of the spine showing signs of foraminal pathology.', + 'Foraminal pathology is observed in the spinal MRI.', + 'Spinal canal imaging indicates foraminal pathology on MRI.', + 'MRI scan demonstrating foraminal pathology in the spinal region.', + 'Foraminal changes detected in the MRI of the spine.', + 'MRI of the spine exhibits foraminal pathology.', + 'Pathological foraminal findings in the spinal MRI.', + 'Spine MRI scan illustrating pathology in the foraminal areas.'], + 'MRI photo, spine, disc pathology': ['Disc pathology evident in MRI imaging of the spine.', + 'MRI scan reveals disc pathology in the spinal region.', + 'Spinal MRI indicating presence of disc pathology.', + 'Disc pathology diagnosed in spinal MRI.', + 'MRI of the spine shows signs of disc pathology.', + 'Pathology of the disc detected in spinal MRI examination.', + 'Spinal disc pathology is highlighted in MRI results.', + 'The MRI of the spine confirms disc pathology.', + 'Radiological assessment of the spine MRI indicates disc pathology.', + 'Disc pathology is the focal finding in the spine MRI.'], + 'MRI photo, spine, facet arthropathy': ['Facet arthropathy is displayed in this MRI image of the spine..', + 'This spinal MRI scan shows signs of facet arthropathy..', + 'The MRI illustrates degenerative changes consistent with facet arthropathy in the vertebral region..', + 'Evidence of facet arthropathy is visible in the vertebral joints on this MRI..', + 'Facet joint degeneration, evident in the spine, is captured in this MRI..', + 'This MRI of the spinal column reveals the characteristic features of facet arthropathy..', + 'MRI diagnostic imaging of the spine showing facet joint arthritis..', + 'The facet joints in the spine exhibit arthritic changes in this MRI scan..', + 'An MRI scan of the spine highlighting the degeneration typical of facet arthropathy..', + 'Facet joint syndrome is diagnosed in the spine through this MRI image..'], + 'MRI photo, spine, cystic lesions': ['Cystic lesions identified on MRI imaging of the spine.', + 'MRI scan revealing cystic formations in the spinal area.', + 'Spinal MRI presenting with cyst-like lesions.', + 'The spinal MRI depicts multiple cystic abnormalities.', + 'Cystic anomalies are visible on the spinal MRI scan.', + 'MRI of the spine shows the presence of cystic structures.', + 'Spinal cystic lesions documented on magnetic resonance imaging.', + 'Image from MRI demonstrating cystic lesions along the spine.', + 'Magnetic resonance imaging of the spine indicates cystic formations.', + 'Cystic changes in the spine observed through MRI technology.'], + 'MRI photo, spine, osseous abn': ['Osseous abnormalities detected in the MRI of the spine.', + 'Spinal MRI revealing bony abnormalities.', + 'MRI scan of the spine shows osseous abnormalities.', + 'Evidence of bone abnormalities in spine based on MRI imaging.', + 'MRI examination indicates osseous anomalies in the spinal structure.', + 'Bone irregularities in the spine observed through MRI.', + 'MRI of the spine presenting with osseous abnormalities.', + 'Spinal bone abnormalities are apparent in MRI findings.', + 'Osseous abnormalities are identified in the spinal MRI scan.', + 'MRI evidence of abnormal bone structures in the spine.'], + 'MRI photo, spine, scoliosis': ['Image depicts scoliosis on an MRI of the spine.', + 'MRI scan showing spinal curvature consistent with scoliosis.', + 'Scoliosis is evident in this magnetic resonance image of the spine.', + 'Spinal MRI reveals the abnormalities of scoliosis.', + 'The MRI of the spinal column demonstrates signs of scoliosis.', + 'This MRI image presents a clear depiction of scoliosis affecting the spine.', + 'Scoliotic curvature identified on spinal MRI examination.', + 'MRI of the spine illustrating characteristic features of scoliotic deformation.', + 'Diagnostic MRI showing the spinal disorder known as scoliosis.', + 'Spinal scoliosis is visible in this magnetic resonance imaging scan.'], + 'MRI photo, brain, chronic infarct': ['Chronic infarct evidenced in brain MRI imaging..', + 'Brain MRI scan depicting signs of a chronic infarct..', + 'Chronic cerebral infarction observed on magnetic resonance imaging of the brain..', + 'Magnetic resonance image reveals areas of chronic infarction within the brain..', + 'Diagnostic MRI of the brain showing chronic infarct pathology..', + 'Brain scan via MRI indicating a sustained chronic infarct..', + 'Chronic brain infarct visualized in the MRI study..', + 'The MRI brain scan displays chronic infarction features..', + 'Chronic infarction identified in the cerebral region on MRI..', + 'Image of the brain by MRI illustrating chronic infarct..'], + 'MRI photo, brain, white matter changes': ['White matter alterations observable on brain MRI imaging.', + 'MRI scan of the brain reveals changes in white matter.', + 'Brain MRI indicates alterations in white designed brain tissue.', + 'Evidence of white changes on magnetic resonance imaging of the registration.', + 'White matter abnormalities detected in cerebral MRI examination.', + 'Magnetic resonance brain scan highlights white matter transformations.', + 'Alterations in cerebral white matter evident on MRI scan.', + 'Brain MRI scan showing change in the composition of the white substance.', + 'MRI analysis of the brain uncovers modifications in the white matter.', + 'Brain MRI reveals morphological changes in the substance white matter.'], + 'MRI photo, brain, focal flair hyper': ['Focal FLAIR hyperintensity observed in the brain MRI image.', + 'The brain MRI reveals a region of focal FLAIR hyperintensity.', + 'MRI brain scan displaying focal hyperintense FLAIR signal.', + 'Brain MRI indicating a hyperintense FLAIR focal area.', + 'Hyperintense focal area on FLAIR MRI of the brain.', + 'MRI of the brain shows focal hyperintensity on FLAIR imaging.', + 'Localized hyperintense FLAIR signal in the brain as seen on MRI.', + 'Focal FLAIR hyperintensity in the cerebral region on MRI.', + 'Brain MRI exhibits a localized hyperintense FLAIR signal.', + 'Focal hyperintensity in FLAIR MRI of the brain detected.'], + 'MRI photo, brain, arteriovenous anomaly': ['Arteriovenous anomaly depicted in the MRI of the brain.', + 'The MRI image demonstrates an arteriovenous anomaly within the cerebral structure.', + 'Brain MRI revealing the presence of an arteriovenous anomaly.', + 'The cerebral scan by MRI shows an arteriovenous anomaly.', + 'Brain arteriovenous anomaly is evident in the MRI scan.', + 'MRI examination of the brain exhibits an arteriovenous anomaly.', + 'The neuroimaging by MRI indicates a brain arteriovenous anomaly.', + 'Arteriovenous anomaly in the brain as visualized on MRI.', + 'MRI of the brain displays an arteriovenous anomaly.', + 'An arteriovenous anomaly is identified in the brain by MRI imaging.'], + 'MRI photo, brain, edema': ['MRI imaging reveals cerebral edema.', + 'Brain MRI scan indicates swelling consistent with edemia.', + 'The image from the MRI demonstrates an accumulation of fluid in the brain tissues indicating edema.', + 'MRI results show an increased interstitial fluid in the brain, characteristic of edema.', + 'Edema is apparent in the brain based on the recent MRI examination.', + 'Brain swelling diagnosed as edema on magnetic resonance imaging.', + 'The MRI scan presents an engorgement in brain tissue, a sign of edema.', + 'Indications of fluid buildup in the brain, as seen in the MRI, suggest edema.', + 'The brain MRI reveals characteristics typical of edema.', + 'Fluid retention in cerebral tissues, indicative of edema, is visible in the MRI scan..'], + 'MRI photo, brain, acute infarct': ['Acute infarct displayed in the MRI image of the brain.', + 'MRI imaging reveals an acute infarct in cerebral tissue.', + 'Brain MRI showing signs of acute cerebral infarction.', + 'MRI scan of the brain illustrating acute ischemic stroke.', + 'Acute cerebral infarct apparent on brain MRI.', + 'Magnetic resonance image of the brain with evidence of an acute infarction.', + 'MRI brain scan demonstrating an acute stroke in cerebral regions.', + 'Acute infarct detected in the brain via MRI technology.', + 'Brain MRI scan indicating acute ischemic damage.', + 'MRI of the brain exhibiting an acute neurologic infarct.'], + 'MRI photo, brain, extra': ['MRI image reveals extraneous tissue within the brain.', + 'Brain MRI demonstrates presence of an extraneous structure.', + 'The condition of extraneity is evident within the cerebral structure on MRI.', + 'Magnetic Reservoir Imaging indicates abnormal extraneous tissue in the brain.', + 'Extraneous brain matter detected in the MRI scan.', + 'MRI of the brain shows the anomalous presence of extraneous tissue.', + 'Abnormal tissue presence in the brain discerned through MRI.', + 'Brain tissue exhibiting extraneous elements visualized in MRI findings.', + 'MRI captured brain images indicating the presence of extraneous material.', + 'The brain MRI highlights an extraneous tissue condition.'], + 'MRI photo, brain, intra': ['MRI image showing intracranial abnormality in the brain.', + 'Brain MRI demonstrating features suggestive of intracranial pathology.', + 'Magnetic Resonance Imaging scan of the brain, indicating the presence of intra-axial lesions.', + 'MRI brain scan revealing the hallmarks of intracranial disease.', + 'MRI scan of brain with evidence of intracranial disorder.', + 'Medical MRI imaging of the brain exhibiting intra-axial anomalies.', + 'Brain-focused MRI depicts signs of intracranial involvement.', + 'MRI diagnostic image of the brain, with intra-axial abnormalities apparent.', + 'Intracranial pathological findings presented in a brain MRI.', + 'MRI cerebral scan presenting features consistent with intracranial pathology.'], + 'MRI photo, brain, pituatary lesion': ['Pituitary lesion depicted in MRI imaging of the brain.', + 'Brain MRI revealing a lesion in the pituitary gland.', + 'Magnetic resonance image showing pituitary gland lesion in the brain.', + 'MRI scan of the brain displays a pituitary anomaly.', + 'Lesion on the pituitary observed in brain MRI.', + 'MRI results indicate a pituitary lesion within the cerebral area.', + 'Pituitary gland lesion identified on brain MRI scan.', + 'Diagnostic MRI of the brain showing pituitary lesion.', + 'Brain’s pituitary gland lesion visualized through MRI.', + 'MRI of the brain highlights a lesion in the pituitary region.'], + 'MRI photo, mriabd, liver disease ': ['MRI image showing signs of hepatic pathology.', + 'Magnetic resonance image depicting liver abnormality.', + 'Liver condition diagnosed through MRI imaging.', + 'Hepatic disease evident in MRI results.', + 'MRI scan identifies liver disorder.', + 'Magnetic resonance imaging of the liver exhibits disease.', + 'Liver disease highlighted in MRI scan.', + 'MRI diagnostic imaging indicating liver pathology.', + 'Chronic liver disease visualized in MRI photography.', + 'MRI captures hepatic ailment in abdominal region.'], + 'MRI photo, mriabd, adrenal pathology': ['Adrenal pathology is evident in the MRI photo of the abdomen..', + 'The MRI image shows a clear indication of pathology in the adrenal gland..', + 'Pathological signs in the adrenal region are highlighted in the abdominal MRI scan..', + 'The MRI scan of the abdomen reveals abnormalities in the adrenal gland..', + 'An adrenal gland disorder is diagnosed from the abdominal MRI image..', + 'Evidence of adrenal pathology is observed in the MRI of the abdomen..', + 'The abdominal MRI photograph depicts an adrenal anomaly..', + 'Adrenal abnormalities are detected in this MRI image of the abdomen..', + 'There is a sign of pathology in the adrenal area on the MRI..', + 'The MRI of the abdominal region shows a pathology in the adrenal gland..'], + 'MRI photo, mriabd, arterial pathology': ['Arterial pathology depicted in the MRI image of the abdomen.', + 'MRI scan demonstrating abdominal arterial abnormality.', + 'Abdominal arterial disease visible in MRI imaging.', + 'Pathological changes in abdominal arteries revealed by MRI technique.', + 'Visualization of arterial disorder within the abdomen by magnetic resonance imaging.', + 'MRI evidence of pathological arterial alterations in the abdomen.', + 'Abdominal MRI scan showing signs of arterial pathology.', + 'Diagnosis of arterial pathology in the abdomen based on MRI findings.', + 'Magnetic resonance image illustrating abnormal arterial conditions in the abdomen.', + 'Insight into arterial health of the abdomen through MRI imaging.'], + 'MRI photo, mriabd, ascites': ['MRI image showing ascites in the abdominal cavity.', + 'Abdominal MRI revealing fluid accumulation indicative of ascites.', + 'Ascites characterized by excess fluid in the peritoneal cavity on MRI.', + 'MRI of the abdomen displaying signs of ascites.', + 'Ascitic fluid visible in an MRI targeted at the abdomen.', + 'Diagnosis of ascites evident from abdominal MRI imaging.', + 'MRI diagnostic image of the abdominal region, identifying ascites.', + 'MRI scan of the abdomen depicting the presence of ascites.', + 'MRI abdominal scan showing the pathological condition of ascites.', + 'Clinical MRI assessment revealing ascitic fluid in the abdominal area.'], + 'MRI photo, mriabd, ovarian pathology': ['MRI image showing ovarian pathology in the abdomen.', + 'Abdominal MRI scan depicting pathology of the ovaries.', + 'Ovarian abnormality detected in abdominal MRI imaging.', + 'Imaging of the abdomen reveals ovarian pathology on MRI.', + 'MRI scan of the abdomen indicates ovarian disease.', + 'Magnetic Resonance Imaging of the abdomen identifies pathology in the ovaries.', + 'Diagnosis of ovarian pathology evident in MRI abdominal scan.', + 'MRI results show ovarian disorder in the abdominal region.', + 'Abdominal MRI highlights pathological condition of the ovaries.', + 'MRI diagnostic image of abdominal area showing ovarian pathology.'], + 'MRI photo, mriabd, intraperitoneal mass': ['Intraperitoneal mass evident in MRI abdominal imaging.', + 'MRI of the abdomen reveals an intraperitoneal mass.', + 'Abdominal MRI showing presence of an intraperitoneal mass.', + 'MRI scan identifies an intraperitoneal mass within the abdominal cavity.', + 'Diagnosis of intraperitoneal mass detected on abdominal MRI.', + 'Imaging by abdominal MRI indicates a mass in the intraperitoneal region.', + 'Abdominal MRI confirms the existence of an intraperitoneal mass.', + 'MRI abdominal scan presents evidence of an intraperitoneal mass.', + 'Mass located in the intraperitoneal area as observed in the MRI of the abdomen.', + 'Intraperitoneal mass visualized on magnetic resonance imaging of the abdomen.'], + 'MRI photo, mriabd, bil dil': ['MRI scan showing biliary dilatation in the abdomen.', + 'Abdominal MRI image indicates dilated biliary structures.', + 'MRI of the abdomen reveals biliary duct dilatation.', + 'MRI visualization of dilated bile ducts in the abdominal region.', + 'Abdominal MRI depicts biliary tree dilatation.', + 'MRI examination of the abdomen showing enlargement of bile ducts.', + 'The MRI of abdominal area shows expanded biliary channels.', + 'Dilated bile ducts are evident from the abdominal MRI scan.', + 'MRI imaging of the abdomen displays widened biliary ducts.', + 'The MRI results indicate a biliary dilatation in the abdominal cavity.'], + 'MRI photo, mriabd, liver lesion': ['MRI imaging reveals a lesion on the liver.', + 'Liver lesion identified on MRI abdominal scan.', + 'The liver exhibits a lesion as shown in the MRI imaging.', + 'Evidence of a hepatic lesion visible on the MRI.', + 'MRI of the abdomen displays a lesion within the liver tissue.', + 'Lesion detected in liver during MRI examination.', + 'Abdominal MRI reveals hepatic lesion.', + 'MRI scan indicates the presence of a liver lesion.', + 'Lesion present in the liver as evidenced by MRI imaging.', + 'MRI abdominal study shows a lesion localized to the liver.'], + 'MRI photo, mriabd, bladder pathology': ['Bladder pathology depicted in MRI abdomen imaging.', + 'MRI abdomen shows abnormal bladder findings.', + 'Bladder anomaly visible on MRI abdomen examination.', + 'MRI abdomen imaging reveals bladder pathology.', + 'Pathological MRI findings in the bladder region.', + 'MRI reveals disease evidence within the bladder.', + 'Abdominal MRI scanning displays bladder pathology.', + 'Diagnostic MRI of abdomen identifying bladder condition.', + 'Bladder disorder evident in MRI abdominal scan.', + 'MRI abdominal image presenting pathology of the bladder.'], + 'MRI photo, mriabd, bowel abnormality': ['Abnormality in bowel structure as depicted in an MRI of the abdomen.', + 'MRI image showing deformity in the intestinal tract.', + 'Anomalous MRI findings of the abdominal bowel.', + 'MRI of the abdomen reveals an irregular bowel.', + 'Bowel irregularity observed in abdominal MRI scan.', + 'MRI results displaying abnormalities within the abdominal intestinal area.', + 'Diagnostic MRI indicating disruption in bowel morphology.', + 'Abdominal MRI demonstrating atypical features of the bowel.', + 'Illustrative MRI scan identifying bowel inconsistency in the abdomen.', + 'Abdominal bowel depicted with irregularities in MRI photography.'], + 'MRI photo, mriabd, bowel inflammation': ['MRI image depicting inflammation of the bowel.', + 'Magnetic resonance imaging scan showing inflamed intestinal regions.', + 'MRI diagnostic visual of bowel inflammation.', + 'MRI imaging illustrates inflammation within the bowel area.', + 'Magnetic resonance image capturing signs of bowel inflammation.', + 'MRI examination reveals inflamed bowels.', + 'MR imaging presentation of inflammation in bowel tissues.', + 'Scan by MRI indicating inflamed bowel condition.', + 'MRI scan image displays bowel inflammation.', + 'Clinical MRI visualization of inflamed gastrointestinal tract.'], + 'MRI photo, mriabd, bowel mass': ['MRI image displaying a mass in the abdominal bowel region..', + 'Abdominal MRI scan reveals a mass within the bowel..', + 'MRI abdominal scan showing the presence of a bowel mass..', + 'The MRI of the abdomen detects a mass located in the intestinal area..', + 'The abdominal region on this MRI presents a bowel-associated mass..', + 'MRI examination of the abdomen indicates a mass in the bowel..', + 'Diagnostic MRI imaging of the abdomen identifies a bowel mass..', + 'Mass observed in the bowel area on the abdominal MRI..', + 'MRI results indicate a presentation of mass in the bowel of the abdomen..', + 'The image from the MRI shows a mass situated in the bowel..'], + 'MRI photo, mriabd, degenerative changes': ['Degenerative changes are evident in the MRI of the abdomen.', + 'The MRI scan of the abdomen shows signs of degeneration.', + 'Abdominal MRI revealing degenerative alterations.', + 'The MRI abdominal image indicates degenerative changes.', + 'Degenerative processes are observable in the abdominal MRI.', + 'Signs of degeneration are present in the MRI image of the abdomen.', + 'The abdominal MRI exhibits changes due to degeneration.', + 'Degenerative tissue changes detected in the abdominal MRI.', + 'MRI of the abdomen displays degenerative conditions.', + 'The MRI scan of the abdomen reveals degenerative modifications.'], + 'MRI photo, mriabd, dilated urinary tract': ['MRI image showing dilation of the urinary tract.', + 'MRI scan reveals an expanded urinary tract.', + 'Dilated urinary tract evident on MRI imaging.', + 'MRI of the abdomen indicating urinary tract dilation.', + 'Urinary tract dilation visualized in MRI examination.', + 'Evidence of urinary tract expansion in MRI analysis.', + 'MRI diagnostic image displaying a widened urinary tract.', + 'MRI results confirm a distended urinary tract.', + 'Dilation in the urinary tract detected by MRI.', + 'MRI portrayal of an enlarged urinary tract.'], + 'MRI photo, mriabd, enlarged organ': ['MRI image reveals organomegaly in the abdominal region.', + 'Abdominal MRI scan showing enlargement of an organ.', + 'The organ appears enlarged in the MRI of the abdomen.', + 'MRI diagnostic imaging confirms increased organ size in the abdomen.', + 'The MRI scan of the abdomen illustrates organ hypertrophy.', + 'Abdominal organ enlargement visualized on MRI.', + 'MRI imaging of the abdomen demonstrates an increased size of the organ.', + 'The MRI results indicate a swollen organ within the abdominal cavity.', + 'Enhanced organ size evident on abdominal MRI.', + 'Organ enlargement detected in abdominal MRI imaging.'], + 'MRI photo, mriabd, gallbladder pathology': ['MRI image depicting gallbladder pathology in the abdominal region.', + 'Abdominal MRI revealing pathological changes in the gallbladder.', + 'Gallbladder abnormalities are evident in this MRI of the abdomen.', + 'Pathological MRI findings located in the gallbladder.', + 'MRI scan of the abdomen showing gallbladder disease.', + 'The MRI results indicate a gallbladder pathology.', + 'Diagnostic MRI of abdomen highlights gallbladder pathology.', + 'Abdominal MRI scan reveals a diseased gallbladder.', + 'MRI examination of the abdomen displays gallbladder pathology.', + 'Gallbladder condition diagnosed through abdominal MRI imaging.'], + 'MRI photo, mriabd, renal lesion': ['Renal lesion is evident in the MRI of the abdomen.', + 'The MRI imaging of the abdomen shows a lesion in the kidney.', + 'Abdominal MRI scan reveals a renal lesion.', + 'Lesion on the kidney detected through MRI imaging of the abdomen.', + 'The MRI scan of the abdomen highlights a kidney lesion.', + 'Kidney lesion apparent on the abdominal MRI photograph.', + 'The abdominal MRI shows evidence of a renal lesion.', + 'A lesion in the renal region is identified in the abdominal MRI scan.', + 'Kidney affected by lesion visible in the MRI of the abdomen.', + 'Renal lesion discernible in MRI imaging of the abdomen.'], + 'MRI photo, mriabd, uterine pathology': ['MRI photo reveals a uterine pathology in the abdominal scan.', + 'Uterine pathology detected in MRI of the abdomen.', + 'Abdominal MRI indicates the presence of a uterine pathology.', + 'The MRI abdominal image shows signs of uterine pathology.', + 'Identification of uterine pathology on the MRI of the abdomen.', + 'Uterine pathology is the finding in the abdominal MRI image.', + 'MRI image of the abdomen reveals uterine pathology.', + 'Abdominal MRI scan displaying uterine pathology.', + 'Evidence of uterine pathology in MRI imaging of the abdomen.', + 'MRI abdominal scan confirms the presence of uterine pathology.'], + 'MRI photo, mriabd, marrow abn': ['MRI depicts abnormal marrow in the abdomen..', + 'Abdominal MRI showing marrow abnormalities..', + 'MRI of the abdomen reveals an abnormality in the marrow..', + 'Abnormal marrow is evident in the abdominal MRI..', + 'MRI abdominal scan indicates a marrow disorder..', + 'The MRI image illustrates an aberration in the abdominal marrow..', + 'Abdominal marrow abnormalities are highlighted by this MRI scan..', + 'The MRI of the abdomen shows irregular marrow..', + 'Marrow irregularities present in the MRI of the abdomen..', + 'An MRI scan of the abdomen identifies an abnormal marrow condition..'], + 'MRI photo, mriabd, osseous neoplasm': ['Osseous neoplasm identified in MRI of the abdomen.', + 'MRI abdominal imaging reveals bone tumor.', + 'Bone tumor detected on abdominal MRI.', + 'Abdominal MRI scan shows evidence of an osseous neoplasm.', + 'Diagnostic MRI of the abdomen indicating an osseous neoplasm.', + 'MRI of the abdomen demonstrates presence of a bone tumor.', + 'Abdominal MRI findings consistent with osseous neoplasm.', + 'Evidence of bone tumor in MRI abdominal scan.', + 'MRI imaging of abdomen reveals osseous tumor.', + 'Abdominal MRI results suggest a diagnosis of osseous neoplasm.'], + 'MRI photo, mriabd, pancreatic lesion': ['MRI image depicting a lesion in the pancreas.', + 'Pancreatic lesion visualized on MRI abdominal scan.', + 'Abdominal MRI revealing a pancreatic lesion.', + 'MRI scan of the abdomen shows a lesion in the pancreas.', + 'Pancreatic lesion identified in MRI imaging of the abdomen.', + 'Lesion in the pancreas detected by MRI of the abdominal region.', + 'MRI abdominal image displaying a pancreatic lesion.', + 'Diagnostic MRI of the abdomen highlights a pancreatic lesion.', + 'Pancreatic lesion evident in the MRI of the abdomen.', + 'MRI study of the abdomen illustrates a lesion within the pancreas.'], + 'MRI photo, mriabd, prostate lesion': ['Prostate lesion depicted in MRI abdominal imaging..', + 'Abdominal MRI reveals a lesion in the prostate..', + 'Lesion in the prostate shown on MRI abdominal scan..', + 'Prostatic lesion identified on magnetic resonance imaging of the abdomen..', + 'MRI of the abdomen displays a prostate lesion..', + 'Abdominal MRI imaging illustrates a lesion within the prostate..', + 'Prostate lesion visualized in abdominal MRI scan..', + 'MRI of the abdomen captures an abnormal lesion in the prostate..', + 'Lesion located in the prostate as seen in abdominal MRI..', + 'Abdominal magnetic resonance imaging shows prostate lesion..'], + 'MRI photo, mriabd, soft tissue collection': ['Soft tissue collection identified in MRI of the abdomen.', + 'Abdominal MRI reveals a collection of soft tissue.', + 'MRI examination of the abdomen shows soft tissue accumulation.', + 'Evidence of soft tissue collection found on abdominal MRI.', + 'Abdominal MRI imaging displays a gathered mass of soft tissues.', + 'Soft tissue agglomeration observed in MRI focused on the abdomen.', + 'Diagnostic MRI of the abdomen indicates the presence of soft tissue collection.', + 'Localized soft tissue cluster detected in abdominal MRI.', + 'MRI abdominal scan delineates soft tissue collection.', + 'MRI visualizes a soft tissue conglomerate in the abdominal region.'], + 'MRI photo, mriabd, soft tissue mass': ['Soft tissue mass observed in abdominal MRI imaging.', + 'MRI scan of the abdomen reveals a soft tissue mass.', + 'Abdominal MRI indicates the presence of a soft tissue mass.', + 'Magnetic Resonance Imaging of the abdomen showing a soft tissue mass.', + 'Soft tissue mass detected on MRI in the abdominal region.', + 'MRI of the abdomen displays a soft tissue lesion.', + 'Identification of a soft tissue mass in the abdominal MRI.', + 'MRI diagnostic of the abdomen shows soft tissue neoplasm.', + 'Soft tissue tumor visualized in MRI of the abdomen.', + 'MRI abdominal examination reveals a mass in soft tissue.'], + 'MRI photo, mriabd, splenic lesion': ['Splenic lesion evident on MRI abdominal image.', + 'MRI of the abdomen reveals a lesion in the spleen.', + 'Abdominal MRI scan showing splenic lesion.', + 'Lesion located in the spleen, identified by abdominal MRI.', + 'Splenic abnormality detected in MRI of the abdomen.', + 'MRI imaging of the abdomen displays a splenic lesion.', + 'Anomaly in spleen observed through MRI of the abdomen.', + 'Splenic lesion visualized on the abdominal MRI scan.', + 'Magnetic Resonance Imaging of the abdomen shows splenic lesion.', + 'Splenic lesion identified in an MRI scan of the abdomen.'], + 'CT scan, abd, gallstone': ['Gallstone identified on abdominal CT scan.', + 'CT imaging of the abdomen reveals presence of a gallstone.', + 'Cholelithiasis diagnosed via computed tomography of the abdomen.', + 'Computed tomography of the abdomen displays a gallstone.', + 'Abdominal CT scan shows evidence of gallstone formation.', + 'Gallstone detection on CT scan in the abdominal region.', + 'CT scan demonstrating a gallstone within the abdomen.', + 'Abdominal computed tomography scan confirms gallstone presence.', + 'CT scan of the abdomen highlights cholelithiasis.', + 'Gallstone visible on abdominal CT imaging.'], + 'CT scan, abd, prostate lesion': ['Prostate lesion identified in CT imaging of the abdomen.', + 'CT abdominal scan shows a lesion in the prostate.', + 'Lesion located in the prostate gland, detected via CT scan of the abdomen.', + 'Prostate lesion is visible on the CT scan of the abdominal region.', + 'Computed tomography of the abdomen reveals prostate lesion.', + 'Abdominal CT scan indicates the presence of a prostate lesion.', + 'Prostate gland lesion detected on abdominal CT imaging.', + 'Lesion in the prostate observed through abdominal CT scan.', + 'CT imaging of the abdomen discloses a lesion within the prostate.', + 'Prostate lesion evident from CT examination of the abdomen.'], + 'CT scan, abd, abnormal entire organ': ['The entire organ shows abnormalities on the CT scan of the abdomen..', + 'Abdominal CT scan reveals diffuse organ abnormalities..', + 'Diffuse anomalies are evident throughout the organ on the abdominal CT scan..', + 'The CT scan of the abdomen highlights generalized irregularities in the organ..', + 'Widespread abnormal findings in the organ are displayed on the abdominal CT scan..', + 'The abdominal CT scan exhibits pervasive abnormality across the organ..', + 'Generalized abnormalities are detected in the organ on the CT scan of the abdomen..', + 'The CT scan presents extensive abnormalities throughout the entire abdomen organ..', + 'Diffusely abnormal organ is identified in the abdominal CT scan..', + 'Abdominal CT imaging shows an organ with widespread abnormal features..'], + 'CT scan, abd, pancreatic lesion': ['Pancreatic lesion identified using CT imaging of the abdomen.', + 'Abdominal CT scan reveals a lesion in the pancreas.', + 'CT imaging of the abdominal region shows a pancreatic lesion.', + 'Pancreas lesion detected on abdominal CT scan.', + 'CT scan of the abdomen discloses a lesion within the pancreas.', + 'Abdominal CT scan diagnosis of pancreatic lesion.', + 'Lesion in the pancreas evident from the abdominal CT scan.', + 'CT scan targeting the abdomen indicates a lesion in the pancreas.', + 'Pancreatic lesion apparent on imaging with abdominal CT scan.', + 'Pancreas with lesion detected during an abdominal CT scan examination.'], + 'CT scan, abd, bil dil': ['CT imaging reveals biliary dilation involving the abdomen.', + 'Abdominal CT scan indicates dilated bile ducts.', + 'Dilated biliary structures are evident on the abdominal CT.', + 'CT scan of the abdomen shows evidence of bile duct dilation.', + 'The CT image identifies dilation within the biliary system of the abdomen.', + 'Abdominal computed tomography demonstrates increased bile duct caliber.', + 'Biliary tract dilation is present on the abdominal CT scan.', + 'Computed tomography of the abdomen reveals biliary dilatation.', + 'Bile duct enlargement detected by abdominal CT scan.', + 'The CT examination of the abdomen displays dilated bile ducts.'], + 'CT scan, abd, dilated urinary tract': ['CT imaging shows dilation of the urinary tract..', + 'Dilated urinary tract evident on computed tomography of the abdomen..', + 'Abdominal CT scan revealing urinary tract dilation..', + 'Computed tomography of the abdomen indicates a dilated urinary tract..', + 'Urinary tract dilation diagnosed via abdominal CT scan..', + 'CT scan of the abdomen displays urinary tract dilation..', + 'Dilation of the urinary tract observed in abdominal CT imaging..', + 'Abdominal computed tomography confirms dilated urinary tract..', + 'Urinary tract dilation is apparent on the CT scan of the abdomen..', + 'CT examination of the abdomen demonstrates dilation in the urinary tract..'], + 'CT scan, abd, urolithiasis': ['Urolithiasis identified in the abdominal CT scan.', + 'Calcium stone formations evident on CT of the abdomen.', + 'Abdominal CT reveals presence of renal calculi.', + 'CT imaging of the abdomen shows urolithiasis.', + 'Analysis of abdominal CT scan indicates kidney stones.', + 'Stone disease of the urinary tract detected by abdominal CT.', + 'Abdominal CT scan diagnosis of urolithiasis.', + 'Renal stones visualized in the abdominal computed tomography.', + 'Computed tomography of the abdomen displays calcifications consistent with stones.', + 'Detection of urinary stones in abdominal CT imaging.'], + 'CT scan, abd, bowel abnormality': ['A computed tomography scan revealing an abnormality in the abdominal bowel.', + 'Abdominal bowel irregularity identified on a CT scan.', + 'CT image displays unusual bowel features within the abdomen.', + 'The abdominal CT scan demonstrates atypical bowel characteristics.', + 'Diagnostic CT scan detects anomaly in the bowel structure of abdomen.', + 'Bowel inconsistency noted on abdominal computed tomography.', + 'Computed tomography of the abdomen shows bowel irregularities.', + 'Abdominal imaging via CT scan identifies bowel abnormality.', + 'Atypical findings in the bowel region on the abdominal CT scan.', + 'CT scan of the abdomen reveals unusual bowel condition.'], + 'CT scan, abd, bowel inflammation': ['Bowel inflammation depicted on abdominal CT imaging.', + 'CT imaging reveals inflammation in the intestinal tract.', + 'Inflamed bowel segments shown in the CT scan of the abdomen.', + 'Abdominal CT scan indicates inflamed bowel condition.', + 'CT scan of the abdomen highlighting inflammatory changes in the bowels.', + 'Inflammatory bowel disease demonstrated on computed tomography of the abdomen.', + 'Computed tomography of the abdomen showing signs of bowel inflammation.', + 'Abdominal CT scan presenting inflamed areas within the bowel.', + 'The abdominal CT scan clearly shows inflammation in the bowels.', + 'Inflammation of the bowel as visualized on abdominal CT scan.'], + 'CT scan, abd, osseous neoplasm': ['Osseous neoplasm identified in abdominal CT imaging.', + 'CT imaging reveals a bone tumor in the abdomen.', + 'Abdominal CT scan demonstrates presence of a skeletal neoplasm.', + 'Bone-derived tumor detected in the abdomen by CT scan.', + 'CT scan of the abdomen shows evidence of osseous neoplasm.', + 'Osseous tumor located in the abdominal region as seen on CT.', + 'Computed tomography of the abdomen indicates an osseous neoplasm.', + 'Abdominal region CT scan confirms the diagnosis of a bone tumor.', + 'Evidence of a bone-originating tumor in abdominal CT.', + 'Abdominal CT imaging diagnosis of skeletal neoplasm.'], + 'CT scan, abd, liver lesion': ['Liver lesion identified in CT scan of the abdomen.', + 'CT abdominal imaging shows a lesion in the liver.', + 'Lesion detected on liver via CT scanning of the abdominal area.', + 'CT scan reveals hepatic lesion.', + 'Abdominal CT scan depicts abnormality in the liver tissue.', + 'Computed tomography of the abdomen displays a hepatic lesion.', + 'Liver abnormality observed on abdominal CT scan.', + 'Abdominal computed tomography demonstrates lesion in liver.', + 'Liver lesion apparent in abdominal CT imaging.', + 'Hepatic lesion visualized on CT scan of the abdomen.'], + 'CT scan, abd, renal lesion': ['Renal lesion identified on abdominal CT scan..', + 'CT imaging reveals a lesion in the kidney..', + 'Abdominal computed tomography scan showing a renal lesion..', + 'Lesion located in the renal area detected by CT scan..', + 'Computed tomography of the abdomen displays a kidney lesion..', + 'Kidney lesion apparent on CT scan of the abdomen..', + 'Renal region lesion visualized on CT imaging..', + 'Abdominal CT scan diagnoses lesion in renal tissue..', + 'Renal lesion evident from abdominal computed tomography..', + 'CT abdominal scan detects lesion in the kidney area..'], + 'CT scan, abd, post op': ['Post-operative changes observed in abdominal CT imaging.', + 'CT imaging of the abdomen reflecting post-surgical alterations.', + 'Post-surgical state of the abdomen visualized through CT scan.', + 'CT scan depicting modifications in the abdomen post operation.', + 'Abdominal region post-operation as seen on computed tomography.', + 'Computed tomography scan showing abdominal changes after surgery.', + 'Assessment of post-operative abdomen via CT scan.', + 'Evaluation of abdominal surgery outcomes using CT imaging.', + 'Computed tomography revealing abdominal post-operative transformations.', + 'CT scan analysis of post-surgical abdominal region.'], + 'CT scan, abd, uterine pathology': ['CT imaging reveals pathology of the uterus..', + 'Computed tomography scan identifies uterine abnormalities..', + 'Uterine pathology is evident from the CT scan data..', + 'The uterine condition is diagnosed using CT imaging..', + 'Pathological findings in the uterus are captured on the CT scan..', + 'CT scan demonstrates abnormalities within the uterine structure..', + 'Diagnostic CT reveals uterine pathology..', + 'Uterine abnormalities are detailed through computed tomography imaging..', + 'Evidence of uterine pathology is shown in the CT scan results..', + 'Computed tomography scan confirms the presence of uterine pathology..'], + 'CT scan, abd, adrenal pathology': ['Adrenal pathology identified on computed tomography of the abdomen.', + 'Abdominal CT scan reveals adrenal gland anomalies.', + 'Abdominal CT scan indicating presence of adrenal gland disorder.', + 'Computed tomography of the abdomen shows abnormalities in adrenal gland.', + 'Adrenal gland pathology detected via abdominal CT scan.', + 'Diagnosis of adrenal pathology using abdominal computed tomography.', + 'Adrenal gland abnormalities present on the abdominal CT examination.', + 'CT scan of the abdomen demonstrates adrenal pathology.', + 'Abdominal CT scan assessment confirms adrenal gland pathology.', + 'Detection of adrenal anomalies on computed tomography of the abdomen.'], + 'CT scan, abd, ovarian pathology': ['Ovarian pathology is evident in the CT scan of the abdomen..', + 'The abdominal CT scan shows signs of ovarian pathology..', + 'CT imaging of the abdomen reveals ovarian pathology..', + 'Pathological changes in the ovaries are detected in the abdominal CT scan..', + 'The CT scan of the abdomen indicates ovarian abnormalities..', + 'Abdominal CT scan results suggest the presence of ovarian pathology..', + 'Ovarian pathology is diagnosed through CT imaging of the abdomen..', + 'The imaging from the abdominal CT scan reveals pathology in the ovaries..', + 'There are indicative signs of ovarian pathology in the abdomen from the CT scan..', + 'Ovarian pathology is identifiable on the abdominal CT scan..'], + 'CT scan, abd, arterial pathology': ['Arterial pathology identified in the abdominal CT scan.', + 'The CT imaging of the abdomen reveals evidence of arterial pathology.', + 'Arterial disease is depicted on the abdominal computed tomography scan.', + 'Abdominal CT scan demonstrates abnormalities related to the arteries.', + 'Signs of arterial pathology evident from the computed tomography of the abdomen.', + 'Computed tomography of the abdomen indicates arterial pathology.', + 'Abdominal arterial abnormalities visualized on CT scan.', + 'CT scan of the abdomen shows arterial disease.', + 'Pathological arterial conditions detected in the abdominal CT.', + 'CT imaging of the abdomen identifies arterial pathology.'], + 'CT scan, abd, ascites': ['Ascites evidenced in CT imaging of the abdomen.', + 'Fluid accumulation indicative of ascites detected in abdominal CT scan.', + 'Abdominal CT reveals ascites.', + 'CT abdominal scan showing signs of ascites.', + 'Ascites apparent in computed tomography of the abdomen.', + 'Computed tomography of the abdomen indicates fluid accumulation consistent with ascites.', + 'CT imaging of the abdominal region displays ascites.', + 'Ascitic fluid accumulation visualized in an abdominal CT scan.', + 'Abdominal computed tomography scan demonstrates the presence of ascites.', + 'Presence of ascites confirmed on abdominal CT imaging.'], + 'CT scan, abd, splenic lesion': ['Splenic lesion identified on the CT scan of the abdomen.', + 'Abdominal CT scan shows a lesion in the spleen.', + 'Lesion in the spleen detected through CT imaging of the abdominal area.', + 'The CT scan of the abdomen reveals a splenic lesion.', + 'Splenic abnormality presented as a lesion on an abdominal CT scan.', + 'CT imaging of the abdomen indicates the presence of a lesion in the spleen.', + 'Detection of a splenic lesion from an abdominal CT scan.', + 'Abdominal CT scan findings suggest a lesion within the spleen.', + 'The spleen exhibits a lesion, as seen in abdominal CT imaging.', + 'Diagnosis of a splenic lesion from CT scan results of the abdomen.'], + 'CT scan, abd, bladder pathology': ['Bladder pathology identified in CT imaging of the abdomen.', + 'Abdominal CT scan reveals a disorder of the bladder.', + 'CT examination of the abdomen shows abnormal findings in the bladder.', + 'Pathological condition of the bladder detected on abdominal CT scan.', + 'CT diagnostic of the abdomen indicates bladder pathology.', + 'Abdominal CT results indicative of bladder disease.', + 'CT scan of the abdomen demonstrates pathology within the bladder.', + 'Abnormal bladder detected through CT imaging of the abdominal region.', + 'CT imaging of the abdomen reveals a pathological condition in the bladder.', + 'Diagnosis of bladder pathology via CT scan of the abdomen.'], + 'CT scan, abd, fat containing tumor': ['A fat-containing tumor is depicted in the abdominal CT imaging..', + 'The CT scan of the abdomen reveals a tumor with fat components..', + 'Abdominal computed tomography shows presence of a tumor consisting of adipose tissue..', + 'CT imaging of the abdomen identifies a neoplasm with fatty inclusions..', + 'There is evidence of a fatty tumor within the abdominal region as shown in the CT scan..', + 'Computed tomography of the abdomen displays a tumor enriched with fat tissue..', + 'A lipomatous tumor is visualized in the CT scan of the abdominal area..', + 'The abdominal CT delineates a tumor containing fat cells..', + 'Fat-dense neoplastic growth observed in the abdominal CT scan..', + 'Abdomen CT scan indicates a tumor with fat tissue composition..'], + 'CT scan, abd, degenerative changes': ['Degenerative changes identified in the abdomen on CT imaging.', + 'CT imaging shows signs of degenerative alterations in abdominal structures.', + 'Abdominal CT scan reveals evidence of degenerative changes.', + 'CT examination of the abdomen indicates degenerative modifications.', + 'The CT scan depicts age-related degenerative phenomena in the abdominal region.', + 'Abdominal degeneration is apparent from CT scan results.', + 'Degenerative processes in the abdomen detected via computed tomography.', + 'Computed tomography of the abdomen displays degenerative transformations.', + 'Signs of abdominal degeneration evident on CT.', + 'The CT scan of the abdomen shows signs of tissue degeneration.'], + 'CT scan, abd, soft tissue collection': ['Soft tissue collection identified in the abdominal CT imaging..', + 'Abdominal CT scan reveals a collection within the soft tissues..', + 'CT scan of the abdomen shows evidence of a soft tissue collection..', + 'The CT imaging of the abdomen indicates a presence of soft tissue accumulation..', + 'Soft tissue mass observed in the abdominal region on the CT scan..', + 'Computed tomography of the abdomen depicts soft tissue clustering..', + 'A mass of soft tissue is evident on the abdominal CT examination..', + 'CT visualization of the abdomen confirms a collection in the soft tissues..', + 'Abdominal CT scan demonstrates a collecting phenomenon in the soft tissue..', + 'Soft tissue conglomeration identified on the computed tomography of the abdomen..'], + 'CT scan, abd, gallbladder pathology': ['Gallbladder pathology identified on abdominal CT scan.', + 'CT imaging reveals pathology in the gallbladder.', + 'Diagnostic CT of the abdomen shows gallbladder abnormalities.', + 'Abdominal CT scan indicates gallbladder disease.', + 'CT scan of the abdomen highlighting gallbladder pathology.', + 'Pathological findings in the gallbladder from abdominal CT imaging.', + 'Computed tomography of the abdomen reveals abnormalities in the gallbladder.', + 'Gallbladder condition detected by CT scanning of the abdomen.', + 'Evidence of gallbladder disease on computed tomography of the abdomen.', + 'Abdominal computed tomography scan demonstrates gallbladder pathology.'], + 'CT scan, abd, soft tissue mass': ['Soft tissue mass identified on abdominal CT scan.', + 'CT imaging reveals a soft tissue mass in the abdomen.', + 'Abdominal CT scan demonstrates the presence of a soft tissue mass.', + 'Soft tissue mass visible on CT scan of the abdomen.', + 'A CT scan of the abdomen shows a soft tissue mass.', + 'Soft tissue mass detected in the abdominal region via CT scan.', + 'CT imaging of the abdomen confirms a soft tissue mass.', + 'Abdominal region on CT scan exhibits a soft tissue mass.', + 'Soft tissue mass in the abdomen observed on CT imaging.', + 'The CT scan of the abdominal area reveals a soft tissue mass.'], + 'CT scan, abd, intraperitoneal mass': ['An intraperitoneal mass is identified on the CT scan of the abdomen.', + 'The CT abdominal imaging shows the presence of a mass within the intraperitoneal space.', + 'CT imaging of the abdomen reveals an intraperitoneal mass.', + 'In the peritoneal cavity of the abdomen, a mass is detected via CT scan.', + 'A mass in the intraperitoneal region is evident from the abdominal CT examination.', + 'CT diagnostic imaging uncovers a mass located in the intraperitoneal area of the abdomen.', + 'The abdomen CT scan delineates a mass localized in the intraperitoneal compartment.', + 'Identification of an intraperitoneal mass on the abdominal CT scan.', + 'Abdominal CT scan results indicate a mass in the intraperitoneal zone.', + 'The intraperitoneal mass is visualized in the CT scan of the abdominal region.'], + 'CT scan, abd, bowel mass': ['A bowel mass is identified in the abdominal CT imaging..', + 'CT imaging of the abdomen reveals a mass within the bowel..', + 'The abdominal CT scan shows the presence of a bowel mass..', + 'Imaging by CT of the abdomen indicates a mass in the bowel region..', + 'CT examination of the abdomen detects a mass localized to the bowel..', + 'Upon CT scanning of the abdomen, a bowel mass is evident..', + 'A mass in the bowel is disclosed by CT scan of the abdomen..', + 'The CT scan of the abdomen demonstrates a mass within the bowel..', + 'Abdominal CT analysis exposes a bowel mass..', + 'A bowel mass is apparent from the CT abdominal scan..'], + 'MRI photo, af, osseous disruption': [ + 'MRI image depicting an osseous disruption in the atrial fibrillation (AF) region..', + 'Osseous disruption observed in the AF area on MRI scan..', + 'MRI of the AF area shows evidence of osseous disruption..', + 'The MRI demonstrates an osseous disruption within the AF region..', + 'On this MRI, an osseous disruption is visible in the area associated with atrial fibrillation..', + 'Osseous disruption identified in the region of AF on this magnetic resonance image..', + 'Magnetic Resonance Imaging (MRI) of the AF area revealing an osseous disruption..', + 'The image from the MRI presents an osseous disruption in the atrial fibrillation zone..', + 'An osseous disruption is clearly depicted in the AF region on this MRI..', + 'Osseous disruption in atrial fibrillation (AF) evident from the MRI..'], + 'MRI photo, af, bone inflammation': ['Bone inflammation depicted in MRI imaging of the forearm.', + 'MRI scan showing inflammatory changes in the bone tissue of the forearm.', + 'Forearm bone inflammation as visualized in MRI examination.', + 'MRI depiction of inflammatory bone condition in the forearm region.', + 'Magnetic resonance imaging of the forearm, indicating bone inflammation.', + 'Inflammation in the forearm bone revealed by MRI scan.', + 'MRI diagnostic image showing bone inflammation within the forearm.', + 'Forearm bone inflammation evident in magnetic resonance imaging.', + 'MRI analysis indicating inflammatory response in forearm bone tissue.', + 'Diagnostic MRI showing signs of inflammation in the bone of the forearm.'], + 'MRI photo, af, soft tissue fluid': ['Fluid accumulation in soft tissues evidenced in the MRI image.', + 'MRI scan depicting soft tissue fluid accumulation.', + 'Soft tissue edema visible on MRI.', + 'MRI visualization of fluid retention in soft tissue regions.', + 'Magnetic Resynthesis Imaging shows fluid in soft tissues.', + 'Fluid presence in the soft tissue structures as seen in MRI.', + 'MRI examination revealing edematous changes in soft tissues.', + 'Soft tissue swelling due to fluid retention observed in MRI scan.', + 'MRI diagnostic image of soft tissue showing signs of fluid accumulation.', + 'The MRI photo indicates fluid within the soft tissue areas.'], + 'MRI photo, af, osseous neoplasm': ['Osseous neoplasm depicted in MRI imaging of the foot.', + 'MRI reveals bone tumor in the foot.', + 'Foot MRI scan showing signs of osseous neoplasm.', + 'Evidence of bone cancer in the foot as shown by MRI.', + 'MRI diagnostic image of the foot indicates osseous neoplasm.', + 'Osseous tumor evident in the foot on MRI scan.', + 'MRI of the foot displaying characteristics consistent with bone neoplasm.', + 'Foot bone tumor visualized through MRI technique.', + 'MRI imaging of the foot reveals a bone neoplasm.', + 'An MRI scan of the foot demonstrates an osseous tumor..'], + 'MRI photo, af, chondral abnormality': [ + 'Chondral abnormality depicted in MRI imaging of the atrial fibrillation affected area.', + 'MRI scan showing a chondral defect in a patient with atrial fibrillation.', + 'Chondral abnormality in atrial fibrillation visualized on MRI.', + 'Chondral damage evident on MRI in the context of atrial fibrillation.', + 'MRI-based evidence of chondral abnormality in a case of atrial fibrillation.', + 'Atrial fibrillation associated chondral abnormality identified on MRI.', + 'MRI reveals chondral abnormality in an atrial fibrillation patient.', + 'Chondral defect on MRI in a subject with atrial fibrillation.', + 'Diagnostic MRI highlighting chondral abnormality in atrial fibrillation.', + 'Atrial fibrillation and its related chondral anomaly as seen on MRI.'], + 'MRI photo, af, plantar fascia pathology': ['Plantar fascia pathology evident in MRI imaging.', + 'MRI scan depicting a pathology of the plantar fascia.', + 'Pathological alterations of the plantar fascia visible on MRI.', + 'MRI findings suggest a condition affecting the plantar fascia.', + 'Diagnostic MRI reveals abnormality in the plantar fascia.', + 'MRI image diagnostic of plantar fascia pathology.', + 'The condition of the plantar fascia shown in MRI results.', + 'Medical MRI scan showing disorder in the plantar fascia.', + 'Plantar fascia abnormality presented in MRI image.', + 'MRI evidence of a pathological condition in the plantar fascia.'], + 'MRI photo, af, atfl pathology': ['ATFL pathology depicted in MRI imaging of the ankle.', + 'MRI scan demonstrating pathology of the anterior talofibular ligament.', + 'Anterior talofibular ligament pathology evident from MRI of the ankle.', + 'An MRI photo showing the diseased state of the anterior talofibular ligament.', + 'Pathological changes in the anterior talofibular ligament as visualized on MRI.', + 'MRI evidence of anterior talofibular ligament pathology in the ankle region.', + 'An MRI scan reveals abnormalities in the anterior talofibular ligament.', + 'MRI depiction of disease in the anterior talofibular ligament.', + 'Anterior talofibular ligament anomaly on MRI.', + 'MRI imaging shows pathology involving the anterior talofibular ligament.'], + 'MRI photo, af, soft tissue edema': ['MRI image depicting soft tissue edomain the ankle region..', + 'Soft tissue edema is evident in this MRI of the ankle..', + 'The MRI scan shows clear signs of soft tissue edema in the ankle..', + 'An MRI scan of the ankle displaying soft tissue edema..', + 'Soft tissue edema in the ankle is visible on this MRI image..', + 'This MRI of the ankle reveals the presence of soft tissue edema..', + 'Ankle region MRI indicating soft tissue edema..', + 'The image from the MRI shows ankle soft tissue edema..', + 'MRI evidence of soft tissue edema in the ankle area..', + 'Soft tissue edema is diagnosed in the ankle from this MRI imaging..'], + 'MRI photo, af, soft tissue mass': ['MRI image demonstrating a soft tissue mass in the atrial fibrillation area.', + 'Soft tissue mass evident in MRI scan of atrial fibrillation region.', + 'MRI depiction of soft tissue mass associated with atrial fibrillation.', + 'Magnetic Resonance Imaging reveals a soft tissue mass in the location of atrial fibrillation.', + 'The MRI scan of the region showing atrial fibrillation also presents a soft tissue mass.', + 'A soft tissue mass is identified on the MRI focused on atrial fibrillation area.', + 'Soft tissue mass visible in the cardiac region affected by atrial fibrillation on MRI.', + 'MRI analysis of atrial fibrillation reveals adjacent soft tissue mass.', + 'Diagnosis via MRI: soft tissue mass in vicinity of atrial fibrillation.', + 'MRI diagnostics indicate a soft tissue mass near the af region.'], + 'MRI photo, af, intra': ['Intra-atrial fibrillation observed in an MRI imaging.', + 'MRI scan depicting a case of intra-atrial fibrillation.', + 'Atrial fibrillation intra-cardiac evident from MRI scan.', + 'MRI findings indicate intra-atrial fibrillation manifestation.', + 'The MRI image shows intra-atrial fibrillation within the heart.', + 'Intra-atrial fibrillation displayed on cardiac MRI.', + 'Cardiac MRI revealing intra-atrial fibrillation.', + 'The manifestation of intra-atrial fibrillation captured in this MRI.', + 'MRI cardiac exam displaying signs of intra-atrial fibrillation.', + 'Detection of intra-atrial fibrillation in MRI cardiac imaging.'], + 'MRI photo, af, extensor pathology ': ['MRI image reveals a pathology in the extensor compartment of the forearm..', + 'Pathology of the extensor region evident from the MRI scan of the forearm..', + 'The forearm extensor compartment displays pathological changes on MRI..', + 'MRI examination indicates a disorder in the forearm extensor region..', + 'Pathological findings in the forearm extensor compartment are present in the MRI image..', + 'Forearm extensor pathology is diagnosed via MRI imaging..', + 'The MRI of the forearm shows pathological alterations in the extensor area..', + 'An extensor compartment pathology is visible on the MRI of the forearm..', + 'Forearm MRI delineates pathology in the extensor muscles..', + 'The pathology in the forearm extensor muscles is captured in the MRI..'], + 'MRI photo, af, Plantar plate tear': ['Plantar plate tear evident in MRI imaging of the foot.', + 'MRI scan illustrating a tear in the plantar plate.', + 'Diagnostic MRI reveals disruption in the plantar plate consistent with a tear.', + 'Foot MRI indicates a plantar plate tear.', + 'The plantar plate exhibits a tear in MRI diagnostic images.', + 'MRI assessment shows plantar plate integrity compromised by a tear.', + 'Evidence of a plantar plate tear visible on magnetic resonance imaging of the foot.', + 'MRI of the foot displays a torn plantar plate.', + 'Magnetic resonance image depicting a tear in the foot’s plantar plate.', + 'An MRI scan identifies a tear within the plantar plate of the foot.'], + 'MRI photo, af, achilles pathology ': ['Achilles pathology evident in MRI imaging of the ankle.', + 'MRI scan displaying pathology of the Achilles tendon.', + 'Achilles tendon abnormalities diagnosed through MRI technology.', + 'Pathological changes in the Achilles observed in MRI scan.', + 'MRI results show degeneration in Achilles tendon.', + 'MRI diagnostic image highlights Achilles tendon pathology.', + 'MRI of the ankle reveals structural changes in the Achilles tendon.', + 'Clinical MRI assessment indicates Achilles tendon abnormality.', + 'Detailed MRI visuals confirming pathology in the Achilles region.', + 'Ankle MRI illustrating pathological conditions of the Achilles tendon.'], + 'MRI photo, af, hematoma': ['Hematoma presented in an MRI image of the atrial fibrillation affected area.', + 'MRI scan displaying a hematoma within atrial fibrillation.', + 'Atrial fibrillation region showing a hematoma on MRI examination.', + 'MRI evidence of hematoma in an atrial fibrillation site.', + 'Visualization of hematoma through MRI in a case of atrial fibrillation.', + 'Atrial fibrillation associated hematoma observed in MRI scan.', + 'MRI depiction of hematoma in a patient with atrial fibrillation.', + 'Hematoma identified on magnetic resonance imaging in atrial fibrillation.', + 'MRI results reveal a hematoma in the area affected by atrial fibraille.', + 'Diagnostic MRI highlighting hematoma in atrial fibrillation tissue.'], + 'MRI photo, af, cfl pathology': ['CFL pathology evident in the MRI image of the ankle.', + 'MRI scan depicts pathology in the calcaneofibular ligament (CFL).', + 'Ankle MRI showing signs of calcaneofibular ligament (CFL) abnormalities.', + 'Pathological changes in the CFL observed in magnetic resonance imaging.', + 'MRI assessment reveals ligamentous pathology in the calcaneofibular region.', + 'Calcaneofibular ligament damage apparent on MRI scan.', + 'MRI diagnostic image of the ankle indicates CFL impairment.', + 'Evidence of calcaneofibular ligament pathology from MRI examination.', + 'Magnetic resonance image showing calcaneofibular ligament pathology.', + 'Pathology of the calcaneofibular ligament captured in MRI scan of the ankle.'], + 'MRI photo, af, peroneal pathology': ['Peroneal pathology evidenced in MRI imaging.', + 'MRI scan depicting pathology of the peroneal tendons.', + 'Pathological changes of the peroneal tendons visible on MRI.', + 'MRI examination reveals pathological alterations in the peroneal region.', + 'Peroneal disorder diagnosed through MRI imaging.', + 'Pathology of peroneal tendons shown in MRI scan.', + 'Diagnostic MRI highlights peroneal tendon abnormalities.', + 'Peroneal abnormalities detectable on magnetic resonance imaging.', + 'MRI imaging of the ankle shows peroneal tendon pathology.', + 'Peroneal tendon condition imaged by MRI.'], + 'MRI photo, af, deltoid pathology': ['MRI image depicting pathology of the deltoid muscle.', + 'Pathological MRI findings in the deltoid muscle region.', + 'MRI scan showing deltoid muscle abnormality.', + 'MRI delineation of deltoid pathology.', + 'Deltoid muscle impairment visualized on MRI.', + 'MRI diagnostic image of deltoid region indicating pathology.', + 'Pathology in the deltoid as revealed by MRI scan.', + 'Magnetic Resonance Imaging portrayal of deltoid muscle pathology.', + 'Clinical MRI evidence of deltoid abnormality.', + 'MRI visual evidence of pathology in the deltoid muscle.'], + 'MRI photo, af, post op': ['Post-operative MRI showing atrial fibrillation characteristics.', + 'MRI imaging post-surgery reveals atrial fibrillation.', + 'Post-surgical MRI scan indicative of atrial fibrillation.', + 'MRI conducted post-operation demonstrates attributes of atrial fibrillation.', + 'Atrial fibrillation evident in post-operative MRI results.', + 'Post-surgical magnetic resonance imaging depicting atrial fibrillation.', + 'Evidence of atrial fibrillation in MRI obtained after surgery.', + 'MRI post-operative scan shows signs of atrial fibrillation.', + 'Post-surgical findings of atrial fibrillation in MRI examination.', + 'MRI diagnostics post-operation indicating atrial fibrillation.'], + 'MRI photo, af, flexor pathology ': ['Flexor pathology evident in MRI imaging of the forearm.', + 'Forearm flexor pathology demonstrated on MRI scan.', + 'MRI scan reveals pathology in the flexor muscles of the forearm.', + 'Pathological findings in the forearm flexors identified by MRI.', + 'Diagnosis of flexor muscle pathology in the forearm using MRI technology.', + 'Magnetic resonance imaging of the forearm shows flexor pathology.', + 'Evidence of flexor pathology in the forearm presented in MRI results.', + 'Forearm MRI examination indicating a flexor muscle pathology.', + 'Flexor pathology in forearm confirmed by magnetic resonance imaging.', + 'Clinical MRI assessment of the forearm reveals a flexor pathology.'], + 'MRI photo, af, fat containing tumor': [ + 'MRI image showing a tumor characterized by fat content in the atrial fibrillation region.', + 'Fat-containing tumor depicted on MRI in the atrial fibrillation affected area.', + 'MRI scan reveals a fat-laden tumor within the atrial fibrillation zone.', + 'Imaging by MRI indicates a tumor with fatty components in the area of atrial fibrillation.', + 'Fat-containing neoplasm observed in the atrial fibrillation region via MRI.', + 'MRI diagnostic image displays a fatty tumor located at the site of atrial fibrillation.', + 'Atrial fibrillation region on MRI highlighted by the presence of a fat-containing tumor.', + 'Tumor with adipose tissue involvement in the atrial fibrillation area seen on MRI.', + 'MRI of atrial fibrillation area showing adipose-inclusive tumor.', + 'Adipose tissue tumor in atrial fibrillation region captured through MRI imaging.'], + 'MRI photo, af, syndesmosis pathology': ['Pathology of syndesmosis depicted in an MRI image of the ankle..', + 'Ankle MRI revealing a syndesmotic disorder..', + 'Syndesmotic impairment visualized on magnetic resonance imaging of the ankle..', + 'Magnetic resonance image displaying a pathology at the ankle syndesmosis..', + 'Diagnostic MRI of the ankle shows syndesmosis pathology..', + 'An MRI scan of the ankle identifying syndesmosis pathology..', + 'Pathological findings of syndesmosis in ankle MRI..', + 'Ankle syndesmosis abnormality evidenced in MRI scan..', + 'Syndesmosis condition in the ankle as shown by MRI..', + 'Ankle MRI scan illustrating abnormal syndesmosis..'], + 'MRI photo, af, lisfranc pathology': [ + 'MRI image demonstrating Lisfranc pathology in a patient with atrial fibrillation.', + 'Diagnostic MRI revealing the presence of Lisfranc pathology, noted in a patient diagnosed with atrial fibrillation.', + 'Magnetic Resonance Imaging scan shows signs of Lisfranc pathology in an individual with atrial fibrillation.', + 'Atrial fibrillation-associated Lisfranc pathology visible on MRI scan.', + 'MRI scan depiction of Lisfranc injury in a subject with atrial fibrillation.', + 'Lisfranc pathology as observed on MRI in the context of atrial fibrillation.', + 'Patient with atrial fibrillation presenting with Lisfranc pathology on MRI imaging.', + 'MRI diagnostic image of Lisfranc pathology in atrial fibrillation.', + 'Clinical MRI illustration of a Lisfranc disorder in a patient exhibiting atrial fibrillation.', + 'Lisfranc pathology identified on MRI scan of a patient affected by atrial fibrillation.'], + 'MRI photo, af, coalition': ['MRI reveals a coalition in the tarsal bones.', + 'Coalition evident on magnetic resonance imaging of the ankle.', + 'Ankle MRI displaying characteristics of tarsal coalition.', + 'Tarsal coalition diagnosis confirmed by MRI examination.', + 'Magnetic resonance imaging of the foot shows signs of coalition.', + 'Coalition in the tarsal area captured via MRI scan.', + 'MRI scan demonstrates presence of tarsal coalition.', + 'Evidence of a tarsal coalition on the MRI of the foot.', + 'MRI of the ankle indicates tarsal bone coalition.', + 'Tarsal bones coalition visualized on MRI imaging.'], + 'MRI photo, af, spring ligament injury': [ + 'MRI image depicting a spring ligament injury in a patient with atrial fibrillation.', + 'An MRI scan showing damage to the spring ligament associated with atrial fibrillation.', + 'Magnetic Resonance Imaging reveals a spring ligament tear in an AF patient.', + 'Diagnostic MRI evidence of a spring ligament injury co-occurring with atrial fibrillation.', + 'Clinical MRI presentation of a damaged spring ligament in an atrial fibrillation scenario.', + 'Spring ligament disruption is evident in this MRI for a subject with atrial fibrillation.', + 'MRI diagnostic image of a spring ligament injury in the setting of atrial fibrillation.', + 'The shown MRI illustrates a spring ligament injury in a patient diagnosed with AF.', + 'Magnetic Resonance Imaging delineates injury to the spring ligament in an atrial fibrillation patient.', + 'Atrial fibrillation patient MRI scan with visible spring ligament injury.'], + 'CT scan, abd, normal': ['A CT scan of the abdomen shows no abnormalities..', + 'The abdominal CT scan indicates a normal condition..', + 'Normal findings are present in the computed tomography of the abdomen..', + 'The CT image reveals a healthy and normal abdominal structure..', + 'Abdominal CT imaging displays absence of pathological conditions..', + 'Computed tomography of the abdomen is clear and shows normal anatomy..', + 'Normalcy in the abdominal region confirmed through CT imaging..', + 'The abdominal CT scan exhibits no signs of disease..', + 'CT imaging of the abdomen presents typical, healthy appearances..', + 'An unremarkable CT scan of the abdomen, indicating no abnormalities..'], + 'MRI photo, mriabd, normal': ['Normal abdominal MRI image showing no abnormalities.', + 'MRI scan of the abdomen displaying standard anatomical structure with no deviations.', + 'Abdominal MRI presenting a normal study without pathological findings.', + 'The MRI scan depicts a typical appearance of abdominal anatomy with no signs of disease.', + 'MRI image of the abdomen showing an unremarkable and normal structural presentation.', + 'The abdominal MRI demonstrates absence of abnormal findings, indicating normal conditions.', + 'Abdominal magnetic resonance image revealing a normal morphology with no medical exceptions.', + 'MRI of the abdomen with no identifiable pathologies, indicating a normal state.', + 'Normal abdominal structures are evident in this MRI scan, with no abnormal findings detected.', + 'This MRI of the abdomen illustrates the typical anatomy with no pathological alterations.'], + 'MRI photo, af, normal': ['MRI image showing a normal atrial fibrillation pattern..', + 'Normal atrial fibrillation observed in MRI scan..', + 'MRI depiction reveals normal cardiac rhythm indicative of atrial fibrillation..', + 'The MRI scan presents a normal presentation of atrial fibrillation..', + 'Atrial fibrillation with normal parameters displayed on MRI..', + 'MRI examination confirms normal atrial fibrillation status..', + 'Evidence of normal atrial rhythm suitable for atrial fibrillation on MRI..', + 'MRI findings indicate a normal state of atrial fibrillation..', + 'Normal atrial fibrillation rhythm captured in MRI imaging..', + 'An MRI scan exemplifying standard atrial fibrillation..'], + 'MRI photo, brain, normal': ['MRI image depicts a normal brain structure..', + 'Normal brain anatomy is evident in the MRI scan..', + 'The MRI scan shows no abnormalities in brain morphology..', + 'Brain MRI reveals typical anatomical features..', + 'Normal cerebral architecture is confirmed by MRI findings..', + 'MRI examination indicates a healthy brain with no structural abnormalities..', + 'Magnetic Residence Imaging of the brain demonstrates standard anatomical integrity..', + 'The brain morphology appears normal on the MRI..', + 'MRI results confirm the absence of pathological findings in the brain..', + 'The MRI of the brain exhibits normalcy in its anatomical structure..'], + 'MRI photo, hip, normal': ['MRI image displays a normal hip structure.', + 'Normal anatomical features of the hip shown in MRI imaging.', + 'MRI reveals no abnormalities in the hip.', + 'The hip appears structurally normal on MRI.', + 'MRI scan of the hip indicates typical anatomy.', + 'MRI examination confirms the hip is normal.', + 'Normal findings in hip region as evidenced by MRI.', + 'MRI imaging of the hip shows all typical characteristics.', + 'Standard hip anatomy presented in MRI results.', + 'MRI of the hip demonstrates a normal physiological appearance.'], + 'MRI photo, knee, normal': ['Normal appearance of the knee in MRI imaging.', + 'MRI scan showing no abnormalities in the knee.', + 'The knee MRI indicates a normal condition.', + 'MRI of the knee displaying typical anatomy and no pathologic findings.', + 'Normal knee structure as revealed by magnetic resonance imaging.', + 'Magnetic resonance image of the knee showing healthy structural integrity.', + 'The MRI results confirm normal knee anatomy without any abnormal findings.', + 'Diagnostic MRI reveals the knee to be in normal condition.', + 'Knee MRI, which shows no signs of pathology, indicating a normal state.', + 'MRI examination of the knee presents normal anatomical features..'], + 'MRI photo, shoulder, normal': ['Normal anatomical structures are evident in this MRI image of the shoulder..', + 'This shoulder MRI demonstrates no abnormalities, indicating a normal state..', + 'The MRI scan of the shoulder reveals typical morphology without pathological findings..', + 'Normal findings are present in this magnetic resonance image of the shoulder..', + 'This diagnostic MRI of the shoulder shows a healthy anatomical configuration..', + 'No deviations from normal anatomy are observable in this shoulder MRI scan..', + 'This MRI of the shoulder displays the customary anatomical structures, confirming a normal condition..', + 'The shoulder structures appear normal on this MRI, with no signs of abnormalities..', + 'The magnetic resonance image of this shoulder presents a standard, healthy anatomical appearance..', + 'Typical and normal anatomical details are visible in this MRI examination of the shoulder..'], + 'MRI photo, spine, normal': ['Normal spinal anatomy depicted in MRI imaging..', + 'MRI scan showing no abnormalities in the spinal structure..', + 'The MRI reveals a healthy spine without pathological findings..', + 'Magnetic resonance imaging of the spine indicates normal morphology..', + 'MRI demonstrates normal alignment and integrity of the spinal anatomy..', + 'Spinal configuration in MRI appearance is typical and shows no signs of disease..', + 'MRI of the spine confirms absence of abnormalities..', + 'Normal findings in the spinal region as evidenced by MRI..', + 'The spinal MRI scan presents normal anatomy..', + 'Magnetic resonance image of the spine shows a normal condition..'], + 'ultrasound image, fibroid, fibroid': ['Fibroid identified in ultrasound imaging of the uterus..', + 'Uterine ultrasound reveals the presence of a fibroid..', + 'Ultrasound scan shows uterine fibroid..', + 'Fibroid visible on ultrasound examination of the uterus..', + 'Uterine fibroid diagnosed via ultrasound imaging..', + 'Sonographic detection of a fibroid in the uterus..', + 'Uterus presents a fibroid in ultrasound evaluation..', + 'Uterine ultrasound imaging displays a fibroid..', + 'Diagnostic ultrasound confirms a fibroid in the uterus..', + 'Ultrasound imaging of the pelvic region indicates a fibroid..'], + 'ultrasound image, kidney, kidney': ['Ultrasound depiction of a kidney showing the renal structure..', + 'Renal ultrasound image displaying kidney morphology..', + 'Sonographic renal assessment reveals kidney anatomy..', + 'Image of kidney evaluated through ultrasound technology..', + 'Ultrasound diagnostic scan of renal anatomy..', + 'Kidney structure as visualized on ultrasound imaging..', + 'Ultrasound examination highlighting kidney configuration..', + 'Ultrasound scan focused on renal structure..', + 'Kidney imaging conducted via ultrasound modality..', + 'Renal ultrasound providing detailed imagery of the kidney..'], + 'ultrasound image, uterus, uterus': ['Ultrasound image depicting a healthy uterus..', + 'Ultrasonographic visualization of a normal uterus..', + 'Normal uterine morphology is shown in this ultrasound image..', + 'This ultrasound image illustrates a uterus without any abnormalities..', + 'Ultrasonography demonstrates a uterus with normal anatomical features..', + 'The ultrasound image clearly depicts the intact structure of the uterus..', + 'A sonographic image showing the usual appearance of the uterus..', + 'Here, the ultrasound represents a typical uterus..', + 'Ultrasound technology confirms the normal condition of the uterus..', + 'Standard ultrasonographic scan of a uterus displaying typical characteristics..'], + 'ultrasound image, ovary, ovary': ['Ultrasound depicting ovarian morphology..', + 'Sonographic presentation of the ovary..', + 'Ultrasound scan showing ovarian structure..', + 'Imaging of the ovary by ultrasound technique..', + 'Sonogram focused on ovarian anatomy..', + 'Ultrasonographic view of the ovary..', + 'Ultrasound imaging used to inspect ovarian condition..', + 'Detailed ultrasound view of ovarian anatomy..', + 'Ovary as visualized on ultrasonic imaging..', + 'Ultrasound examination targeting the ovary..'], + 'ultrasound image, pancreas, pancreas': ['The ultrasound image depicts pancreatitis involving the pancreas..', + 'Pancreatic inflammation is evident in the ultrasound scan..', + 'Pancreatitis is visualized in the ultrasound imaging of the pancreas..', + 'The sonogram clearly shows pancreatic inflammation..', + 'Pancreatic tissue inflammation is diagnosed in the ultrasound image..', + 'In the ultrasound view, the pancreas exhibits signs of pancreatitis..', + 'The ultrasound scan reveals inflammation within the pancreatic tissues..', + 'Evidence of pancreatitis appears in this ultrasound representation of the pancreas..', + 'Pancreatic anomaly indicative of pancreatitis captured in the ultrasound image..', + 'This ultrasound image of the pancreas shows characteristics of pancreatitis..'], + 'ultrasound image, liver, liver': ['Ultrasound scan showing liver morphology..', + 'Liver anatomy depicted by ultrasound imaging..', + 'Sonographic representation of hepatic structures..', + 'Hepatic ultrasound revealing liver tissue..', + 'Ultrasound diagnostic image of the liver..', + 'Visualization of liver through ultrasonography..', + 'Liver examination using ultrasound technology..', + 'Diagnostic ultrasound image of hepatic anatomy..', + 'Ultrasound imaging used to assess liver..', + 'Liver ultrasonographic appearance..'], + 'ultrasound image, gb, gb': ['Ultrasound depicting gallbladder pathology..', + 'Sonographic evaluation showing gallbladder condition..', + 'Image from ultrasound revealing gallbladder abnormality..', + 'Ultrasound scan indicative of a gallbladder disorder..', + 'Diagnostic ultrasound highlighting gallbladder disease..', + 'Ultrasound imaging demonstrates gallbladder anomaly..', + 'Gallbladder appearance on ultrasound suggestive of pathology..', + 'Medical ultrasound identifying abnormal gallbladder..', + 'Sonogram of gallbladder displaying pathological features..', + 'Ultrasound diagnostic image focusing on gallbladder condition..'], + 'ultrasound image, cbd, cbd': ['Ultrasound imaging reveals common bile duct dilation.', + 'The common bile duct is dilated, as shown in the ultrasound scan.', + 'Ultrasound examination indicates an expanded common bile duct.', + 'Dilation of the common bile duct is evident from the ultrasound imaging.', + 'Ultrasound findings confirm the enlargement of the common dilemma the bile duct.', + 'The image depicts an enlargement of the common bile duct by ultrasound assessment.', + 'Diagnostic ultrasound shows expansion of the common bile duct.', + 'The sonographic image presents a dilated common bile duct.', + 'Dilated common bile duct visualized on ultrasonography.', + 'Ultrasonography of the abdomen highlights a dilated common bile duct.'], + 'ultrasound image, spleen, spleen': ['Ultrasound reveals an enlarged splean indicative of splenomegaly..', + 'The image shows spleen ultrasound indicative of potential pathology..', + 'Ultrasound imaging demonstrates abnormal spleen morphology..', + 'Sonographic examination suggests altered echotexture of the spleen..', + 'The ultrasound scan presents with spleen anomalies..', + 'Visualization by ultrasound detecting irregularities in spleen size..', + 'Ultrasound diagnostic of spleen showing unusual dimensions..', + 'Sonogram portrays spleen with atypical appearance..', + 'Ultrasound of the spleen exhibits characteristics of disease..', + 'The spleen appears structurally abnormal on this ultrasound image..'], + 'ultrasound image, aorta, aorta': ['The ultrasound reveals an image of the aorta..', + 'The sonographic examination focuses on the aorta..', + 'Imaging of the aorta conducted through ultrasound..', + 'Ultrasound diagnostic view of the aorta..', + 'Aortic visualization via ultrasound imaging..', + 'Sonographic assessment captures the aorta..', + 'Ultrasound imaging technique depicting the aorta..', + 'The aorta is the subject of this ultrasound scan..', + 'Ultrasound scan displaying aortic structure..', + 'The aorta examined through ultrasound technology..'], + 'ultrasound image, ivc, ivc': ['Ultrasound imaging depicting the Inferior Vena Cava (IVC).', + 'Sonographic examination of the IVC.', + 'Ultrasound scan showing the morphology of the Inferior Vena Cava.', + 'IVC visualized through ultrasonography.', + 'Diagnostic ultrasound of the Inferior Vena Cava.', + 'IVC assessment via ultrasound imaging.', + 'Evaluation of the Inferior Vena Cava using ultrasound technology.', + 'Ultrasound depiction of the IVC structure.', + 'Sonographic imaging of the IVC anatomy.', + 'Ultrasound diagnostic visualization of the Inferior Vena Cava.'], + 'ultrasound image, bladder, bladder': ['Bladder inflammation depicted in ultrasound imaging.', + 'Ultrasound visualization of inflamed bladder tissue.', + 'Inflammatory state of the bladder shown via ultrasound.', + 'Ultrasound scan indicates bladder inflammation.', + 'Imaging of the bladder in an inflamed state on ultrasound.', + 'Ultrasonic evidence of bladder tissue inflammation.', + 'Bladder condition characterized by inflammation in ultrasound image.', + 'Inflamed bladder visualized by ultrasonic imaging techniques.', + 'Ultrasonographic representation of an inflamed bladder.', + 'Diagnostic ultrasound displaying inflammation within the bladder.'], + 'ultrasound image, portal_vein, portal vein': [ + 'Portal vein thrombosis evident in the ultrasound image of the portal vein..', + 'Evidence of a thrombus within the portal vein as shown in the ultrasound imaging..', + 'Ultrasound visualization indicates a blockage in the portal vein..', + 'The ultrasound examination reveals thrombosis in the portal vein..', + 'A diagnostic ultrasound image displaying a clot in the portal vein..', + 'Portal vein appears obstructed by a thrombus in the ultrasound scan..', + 'Ultrasound imaging of the portal vein shows signs of portal vein thrombosis..', + 'Portal vein obstruction diagnosed via ultrasound imaging..', + 'The image from the ultrasound shows a thrombotic portal vein..', + 'An ultrasound scan indicates a portal vein clot..'], + 'ultrasound image, thyroid, thyroid': ['Ultrasound imaging reveals the structure of the thyroid gland..', + 'Thyroid morphology is visualized through ultrasound examination..', + 'The image captured by ultrasound shows the thyroid anatomy..', + 'Ultrasound examination provides a detailed view of the thyroid structure..', + 'The ultrasound reveals anatomical details of the thyroid gland..', + 'Thyroid gland imaging via ultrasound is displayed..', + 'Visualization of the thyroid using ultrasound technology..', + 'The anatomy of the thyroid gland is examined through ultrasound imaging..', + 'Ultrasound imaging technique showcases the thyroid..', + 'Thyroid visualization achieved through ultrasound imaging..'], + 'CT scan, lung, normal': ['The CT scan displays normal lung anatomy without pathological findings..', + 'Normal lung tissue is evident in the computed tomography of the chest..', + 'The CT image reveals no abnormalities in pulmonary structures, indicating a normal condition..', + 'Lung parenchyma appears intact and normal on this computed tomography scan..', + 'No signs of abnormalities detected in the lung from the CT imaging performed..', + 'The computed tomography of the lung shows an absence of any abnormal lung condition..', + 'CT scan analysis confirms the lung is structurally normal, with no evidence of disease..', + 'Normal pulmonary architecture with no diagnostic anomalies present on the CT scan..', + 'Computed tomography of the chest demonstrates healthy lung tissue, free from irregularities..', + 'There are no detectable pathological alterations in the lung as observed in the CT scan..'], + 'CT scan, lung, Airspace opacity': ['Airspace opacity is evident in the lung on the CT scan.', + 'The CT scan reveals an airspace opacity within the lung.', + 'Lung CT scan demonstrates airspace opacity.', + 'Evidence of airspace opacity in the lung region is shown on the CT scan.', + 'The computed tomography of the lung shows opacity in the airspace.', + 'Opacity within the lung airspace is detected on the CT scan.', + 'CT imaging of the lung presents with airspace opacity.', + 'An opacity in the lung airspace is visible on the CT imaging.', + 'The lung’s CT scan displays areas of airspace opacity.', + 'Airspace opacity diagnosis on lung via CT scan.'], + 'CT scan, lung, Nodule': ['A CT scan image showing a nodule in the lung tissue..', + 'Lung nodule identified on computed tomography scan..', + 'Computed tomography of the chest reveals a pulmonary nodule..', + 'The image depicts a nodule located within the pulmonary structure..', + 'CT imaging demonstrates the presence of a nodule in lung parenchyma..', + 'There is evidence of a nodule on the lung CT examination..', + 'Radiographic findings suggest a lung nodule in the CT scan..', + 'The computed tomography scan indicates a nodule in the lung area..', + 'A lung nodule is visible in the CT imaging..', + 'CT scan results display a pulmonary nodule in the lung field..'], + 'CT scan, lung, interstitial lung disease': ['Interstitial lung disease as depicted in a CT scan of the lung..', + 'CT imaging reveals the presence of interstitial lung disease in the pulmonary structures..', + 'The lung CT scan shows characteristic signs of interstitial lung disease..', + 'Evidence of interstitial lung disease in the lung identified through computed tomography..', + 'Computed tomography of the lung indicating interstitial lung disease progression..', + 'Lung CT scan diagnostic of interstitial lung disease..', + 'Pulmonary CT scan findings consistent with interstitial lung disease..', + 'Signs of interstitial lung disease are present in this computed tomographic scan of the lung..', + 'The CT scan of the lung reveals pathological features associated with interstitial lung disease..', + 'Diagnosis of interstitial lung disease via lung CT imaging..'], + 'CT scan, lung, Parenchyma destruction': ['Parenchyma destruction is evident in the lung from the CT scan.', + 'The CT scan shows destruction of the lung parenchyma.', + 'Destruction of parenchymal tissue in the lung is visible on the CT imaging.', + 'The CT scan reveals significant parenchymal tissue loss in the lung.', + 'Lung CT scan indicates parenchyma destruction.', + 'Parenchymal destruction in the lung is diagnosed through the CT scan.', + 'Lung tissue destruction is detected in the CT scan of the lung.', + 'The computed tomography of the lung displays destruction of the parenchyma.', + 'Parenchymal loss in lung tissue is apparent from the CT imaging.', + 'The lung CT scan demonstrates extensive parenchymal destruction.'], + 'CT scan, lung, Bronchiectasis': ['Bronchiectasis is evident in the CT scan of the lung.', + 'The lung CT scan reveals the presence of Bronchiectasis.', + 'Bronchiectasis manifests in the computed tomography of the pulmonary structures.', + 'CT imaging of the lung shows characteristic features of Bronchiectasis.', + 'Pathological dilation observed in the bronchi on lung CT indicative of Bronchiectasis.', + 'The computed tomography scan of the lung displays signs of Bronchiectasis.', + 'Distinctive changes in the lung from Bronchiectasis are visible on the CT scan.', + 'Bronchiectasis identified in the bronchial tree on the lung CT image.', + 'Lung CT scan diagnostic of Bronchiectasis showing widened airways.', + 'Bronchial dilation consistent with Bronchiectasis detected in lung CT.'], + 'last': [ + "Ultrasound imaging reveals the structure of the thyroid gland.", + "Detailed ultrasound scan showcasing the thyroid gland's anatomy.", + "Ultrasound imaging highlights the internal structure of the thyroid gland.", + "Thyroid gland visualized through high-resolution ultrasound technology.", + "Clear ultrasound image displaying the thyroid gland and surrounding tissues.", + "Ultrasound scan of the thyroid gland revealing its lobes and isthmus.", + "Thyroid gland structure as seen on an advanced ultrasound examination.", + "Diagnostic ultrasound capturing the detailed morphology of the thyroid gland.", + "Precise ultrasound imaging providing a view of the thyroid gland's internal features.", + "High-definition ultrasound reveals the intricate structure of the thyroid gland.", + ]} + +modality_indices_radimagenet_test_set = { + "US": [144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 164], + "MRI": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, + 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, + 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, + 83, 84, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, + 132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143], + "CT": [85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, + 110, 111, 136, 158, 159, 160, 161, 162, 163]}