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Instruction
Before runing the codes, please read the file named "Instructions".
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Results
Class | Pathology | Standford | Our implement |
---|---|---|---|
0 | Atelectasis | 0.8209 | 0.8104 |
1 | Cardiomegaly | 0.9048 | 0.9085 |
2 | Consolidation | 0.7939 | 0.7932 |
3 | Edema | 0.8932 | 0.8894 |
4 | Effusion | 0.8831 | 0.8863 |
5 | Emphysema | 0.9260 | 0.9041 |
6 | Fibrosis | 0.8044 | 0.8288 |
7 | Hernia | 0.9387 | 0.9659 |
8 | Infiltration | 0.7204 | 0.7024 |
9 | Mass | 0.8618 | 0.8611 |
10 | Nodule | 0.7766 | 0.7687 |
11 | Pleural Thickening | 0.8138 | 0.8010 |
12 | Pneumonia | 0.7632 | 0.7597 |
13 | Pneumothorax | 0.8932 | 0.8787 |
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Reference
The images, Data_Entry_2017.csv and papers could be downloaded at https://nihcc.app.box.com/v/ChestXray-NIHCC .