| { | |
| "description": "NIH Chest X-ray14 Dataset", | |
| "citation": "@article{wang2017chestx,\n title={Chestx-ray8: Hospital-scale chest x-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases},\n author={Wang, Xiaosong and Peng, Yifan and Lu, Le and Lu, Zhiyong and Bagheri, Mohammadhadi and Summers, Ronald M},\n journal={IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},\n year={2017}\n}", | |
| "homepage": "https://www.nih.gov/news-events/news-releases/nih-clinical-center-provides-one-largest-publicly-available-chest-x-ray-datasets-scientific-community", | |
| "license": "MIT", | |
| "features": { | |
| "image": { | |
| "dtype": "image", | |
| "description": "The chest X-ray image" | |
| }, | |
| "labels": { | |
| "dtype": "sequence", | |
| "feature": { | |
| "dtype": "string" | |
| }, | |
| "description": "List of disease labels for the image" | |
| }, | |
| "image_path": { | |
| "dtype": "string", | |
| "description": "Path to the original image file" | |
| } | |
| }, | |
| "splits": { | |
| "train": { | |
| "num_examples": 77872 | |
| }, | |
| "validation": { | |
| "num_examples": 8652 | |
| }, | |
| "test": { | |
| "num_examples": 25596 | |
| } | |
| }, | |
| "labels": [ | |
| "Atelectasis", | |
| "Cardiomegaly", | |
| "Consolidation", | |
| "Edema", | |
| "Effusion", | |
| "Emphysema", | |
| "Fibrosis", | |
| "Hernia", | |
| "Infiltration", | |
| "Mass", | |
| "No Finding", | |
| "Nodule", | |
| "Pleural_Thickening", | |
| "Pneumonia", | |
| "Pneumothorax" | |
| ] | |
| } |