Clinical prediction on EHR held-out hospital (test)
0.842AUROCPractice-Invariant
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Practice-Invariant2026.03 | 0.842 | 0.392 | 0.145 | 0.039 | |
| Supervised (No Invariance)2026.03 | 0.819 | 0.361 | 0.158 | 0.055 | |
| Masked Pretrain + FT2026.03 | 0.812 | 0.349 | 0.162 | 0.061 | |
| Contrastive Pretrain2026.03 | 0.806 | 0.341 | 0.167 | 0.066 |