Length-of-Stay prediction 벤치마크
Length-of-Stay prediction on Clinical Admission Notes from MIMIC-III
AUROC
- 2021-02-08 — CORe: AUROC 72.53
| Rank | Model | AUROC | Extra Training Data | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | CORe | 72.53 | ✓ | Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | bvanaken/clinical-outcome-prediction | 2021 |
| 2 | BioBERT Base | 71.59 | ✓ | Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | bvanaken/clinical-outcome-prediction | 2021 |
| 3 | BERT Base | 70.40 | ✓ | Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | bvanaken/clinical-outcome-prediction | 2021 |