BIDMC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Prostate Segmentation | BIDMC (test) | DSC84.28 | 12 | |
| Prostate MRI Segmentation | BIDMC (Unseen) | Dice86.78 | 8 | |
| Prostate Segmentation | BIDMC MRI Prostate (test) | DSC60.33 | 8 | |
| ECHO Diagnosis | BIDMC Tier 2 (test) | PRAUC38.4 | 7 | |
| HFrEF detection | BIDMC cohort (external) | PRAUC53.2 | 4 | |
| BAE detection | BIDMC cohort (external) | PRAUC62.2 | 4 | |
| LAE detection | BIDMC cohort (external) | PRAUC69.5 | 4 | |
| oHCM detection | BIDMC cohort (external) | PRAUC7.3 | 3 | |
| Prostate MRI Segmentation | BIDMC (Seen) | Dice90.68 | 3 | |
| SpO2 estimation | BIDMC | MAE0.98 | 2 | |
| Peak Detection | BIDMC PPG | HR MAE (bpm)0.35 | 1 | |
| Heart Rate Estimation | BIDMC (test) | MAE4.41 | 1 |
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