Length of Stay on MIMIC-III 72-hour observation horizon
0.661AUROCCKLE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CKLELabels=100%2026.04 | 0.661 | 0.17 | |
| TransformerLabels=100%2026.04 | 0.659 | 0.169 | |
| OC-DistillLabels=100%2026.04 | 0.657 | 0.166 | |
| Synthetic Notes AugmentationLabels=100%2026.04 | 0.654 | 0.167 | |
| OC-DistillLabels=50%2026.04 | 0.654 | 0.164 | |
| CKLELabels=50%2026.04 | 0.652 | 0.161 | |
| TransformerLabels=50%2026.04 | 0.649 | 0.162 | |
| Cross-Modal ContrastiveLabels=100%2026.04 | 0.649 | 0.165 | |
| Cross-Modal ContrastiveLabels=50%2026.04 | 0.641 | 0.162 | |
| Synthetic Notes AugmentationLabels=50%2026.04 | 0.639 | 0.157 |