|
--- |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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dataset_info: |
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features: |
|
- name: image |
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dtype: image |
|
- name: organ |
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dtype: |
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class_label: |
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names: |
|
'0': lung |
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'1': colon |
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- name: label |
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dtype: |
|
class_label: |
|
names: |
|
'0': benign |
|
'1': adenocarcinomas |
|
'2': squamous carcinomas |
|
splits: |
|
- name: train |
|
num_bytes: 1581800190 |
|
num_examples: 25000 |
|
download_size: 1125348716 |
|
dataset_size: 1581800190 |
|
tags: |
|
- biology |
|
- cancer |
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size_categories: |
|
- 10K<n<100K |
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license: unlicense |
|
task_categories: |
|
- image-classification |
|
paperswithcode_id: lc25000 |
|
--- |
|
|
|
 |
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|
|
# LC25000: Lung and colon histopathological image dataset |
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|
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## Dataset Description |
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|
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- **Homepage**: [github.com:tampapath/lung_colon_image_set](https://github.com/tampapath/lung_colon_image_set) |
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- **DOI**: https://doi.org/10.48550/arXiv.1912.12142 |
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- **Publication Date** 2019-12-14 |
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|
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## Description |
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|
|
The dataset contains color 25,000 images with 5 classes of 5,000 images each. |
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All images are 768 x 768 pixels in size and are in jpeg file format. |
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|
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## Citation |
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|
|
```bibtex |
|
@misc{borkowski2019lung, |
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title = {Lung and Colon Cancer Histopathological Image Dataset (LC25000)}, |
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author = {Andrew A. Borkowski and Marilyn M. Bui and L. Brannon Thomas and Catherine P. Wilson and Lauren A. DeLand and Stephen M. Mastorides}, |
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year = {2019}, |
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eprint = {1912.12142}, |
|
archiveprefix = {arXiv}, |
|
primaryclass = {eess.IV} |
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} |
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``` |
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|
