https://github.com/inisis/chexpert-competition
Good for you
https://github.com/inisis/chexpert-competition
classification multi-class multi-task pytorch
Last synced: about 2 months ago
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Good for you
- Host: GitHub
- URL: https://github.com/inisis/chexpert-competition
- Owner: inisis
- Created: 2019-04-23T04:13:01.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2019-12-14T15:03:39.000Z (over 5 years ago)
- Last Synced: 2025-02-01T04:31:52.019Z (4 months ago)
- Topics: classification, multi-class, multi-task, pytorch
- Language: Python
- Homepage:
- Size: 143 KB
- Stars: 3
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# classification
| chexpert | positive | negative | unmention | uncertain |
| -------- | -----: | :----: | :----: | :----: |
| Cardiomegaly | 27000 | 11116 | 177211 | 8087 |
| Edema | 52246 | 20726 | 137458 | 12984 |
| Consolidation | 14783 | 28097 | 152792 | 27742 |
| Atelectasis | 33376 | 1328 | 154971 | 33739 |
| Pleural_Effusion | 86187 | 35396 | 90203 | 11628 |
| total | 223414 |
| mit | positive | negative | unmention | uncertain |
| -------- | -----: | :----: | :----: | :----: |
| Cardiomegaly | 64346 | 24966 | 279314 | 8469 |
| Edema | 36564 | 40919 | 280203 | 19409 |
| Consolidation | 14675 | 14199 | 341718 | 6503 |
| Atelectasis | 65047 | 2247 | 294265 | 15536 |
| Pleural_Effusion | 76957 | 43346 | 248205 | 8587 |
| total | 377096 |
| total | positive | negative | unmention | uncertain |
| -------- | -----: | :----: | :----: | :----: |
| Cardiomegaly | 91346 | 36082 | 456525 | 16556 |
| Edema | 88810 | 61645 | 417661 | 32393 |
| Consolidation | 29458 | 42296 | 494510 | 34245 |
| Atelectasis | 98423 | 3575 | 449236 | 49275 |
| Pleural_Effusion | 163144 | 78742 | 338408 | 20215 |
| total | 600510 |
| total | positive | negative | unmention | uncertain |
| -------- | -----: | :----: | :----: | :----: |
| Cardiomegaly | 91346 | 36082 | 456525 | 16556 |
| Edema | 88810 + 32393 | 61645 | 417661 | |
| Consolidation | 29458 | 42296 | 494510 | 34245 |
| Atelectasis | 98423 + 49275 | 3575 | 449236 | |
| Pleural_Effusion | 163144 | 78742 | 338408 | 20215 |
| total | 600510 |
when test:
pretrain set to false
dev_batch_size to 1