EHR Prediction on NWICU
0.77AUROCReMed
Evaluation results
| Method | Links | |
|---|---|---|
| ReMedTrain mode=Multi, Tokenization Strategy=LLM Align2026.03 | 0.77 | |
| ReMedTrain mode=Multi, Tokenization Strategy=EnTok2026.03 | 0.766 | |
| ReMedTrain mode=Multi, Tokenization Strategy=MLTok2026.03 | 0.761 | |
| GenHPFTrain mode=Multi, Tokenization Strategy=LLM Align2026.03 | 0.76 | |
| YAIB*Train mode=Single, Tokenization Strategy=Code-base2026.03 | 0.757 | |
| ReMedTrain mode=Single, Tokenization Strategy=EnTok2026.03 | 0.754 | |
| ReMedTrain mode=Single, Tokenization Strategy=LLM Align2026.03 | 0.754 | |
| GenHPFTrain mode=Multi, Tokenization Strategy=EnTok2026.03 | 0.752 | |
| ReMedTrain mode=Single, Tokenization Strategy=MLTok2026.03 | 0.752 | |
| YAIB*Train mode=Multi, Tokenization Strategy=Code-base2026.03 | 0.749 | |
| GenHPFTrain mode=Multi, Tokenization Strategy=MLTok2026.03 | 0.747 | |
| Rajikomar*Train mode=Single, Tokenization Strategy=Code-base2026.03 | 0.744 | |
| GenHPFTrain mode=Single, Tokenization Strategy=EnTok2026.03 | 0.744 | |
| GenHPFTrain mode=Single, Tokenization Strategy=LLM Align2026.03 | 0.744 | |
| Rajikomar*Train mode=Multi, Tokenization Strategy=Code-base2026.03 | 0.743 | |
| GenHPFTrain mode=Single, Tokenization Strategy=MLTok2026.03 | 0.74 |