Clinical prediction on EHR In-distribution hospitals (train)
86.7AUROCPractice-Invariant
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Practice-Invariant2026.03 | 86.7 | 44.1 | 0.13 | 0.027 | |
| Supervised (No Invariance)Invariance=None2026.03 | 86.5 | 43.6 | 0.134 | 0.031 | |
| Masked Pretrain + FT2026.03 | 86.1 | 42.8 | 0.137 | 0.034 | |
| Contrastive Pretrain2026.03 | 85.8 | 42.1 | 0.139 | 0.036 |