In-Hospital Mortality on MIMIC-III 72-hour observation horizon
0.77AUROCOC-Distill
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OC-DistillLabels=100%2026.04 | 0.77 | 0.372 | |
| OC-DistillLabels=50%2026.04 | 0.751 | 0.35 | |
| Cross-Modal ContrastiveLabels=100%2026.04 | 0.737 | 0.32 | |
| Synthetic Notes AugmentationLabels=100%2026.04 | 0.737 | 0.326 | |
| CKLELabels=100%2026.04 | 0.733 | 0.32 | |
| TransformerLabels=100%2026.04 | 0.725 | 0.293 | |
| Cross-Modal ContrastiveLabels=50%2026.04 | 0.725 | 0.312 | |
| Synthetic Notes AugmentationLabels=50%2026.04 | 0.72 | 0.281 | |
| TransformerLabels=50%2026.04 | 0.719 | 0.285 | |
| CKLELabels=50%2026.04 | 0.714 | 0.279 |