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dataset_info.json
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{
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"description": "NIH Chest X-ray14 Dataset",
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"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}",
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"homepage": "https://www.nih.gov/news-events/news-releases/nih-clinical-center-provides-one-largest-publicly-available-chest-x-ray-datasets-scientific-community",
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"license": "MIT",
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"features": {
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"image": {
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"dtype": "image",
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"description": "The chest X-ray image"
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},
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"labels": {
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"dtype": "sequence",
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"feature": {
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"dtype": "string"
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},
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"description": "List of disease labels for the image"
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},
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"image_path": {
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"dtype": "string",
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"description": "Path to the original image file"
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}
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},
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"splits": {
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"train": {
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"num_examples": 77872
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},
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"validation": {
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"num_examples": 8652
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},
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"test": {
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"num_examples": 25596
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}
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},
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"labels": [
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"Atelectasis",
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"Cardiomegaly",
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"Consolidation",
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"Edema",
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"Effusion",
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"Emphysema",
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"Fibrosis",
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"Hernia",
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"Infiltration",
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"Mass",
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"No Finding",
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"Nodule",
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"Pleural_Thickening",
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"Pneumonia",
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"Pneumothorax"
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]
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}
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