In-hospital mortality prediction on MIMIC (test)
0.523AUPRCDDL-CXR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DDL-CXRCXR usage=Generated updated CXR2024.10 | 0.523 | 0.822 | |
| GAN-basedModel type=Conditional GAN2024.10 | 0.505 | 0.816 | |
| Uni-EHRModality=Single-modal (EHR time series)2024.10 | 0.498 | 0.815 | |
| DrFuseModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.46 | 0.773 | |
| DAFTModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.448 | 0.8 | |
| MedFuseModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.443 | 0.793 | |
| MMTMModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.422 | 0.785 |