Phenotype classification on MIMIC (test)
0.47AUPRCDDL-CXR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DDL-CXRCXR usage=Generated updated CXR2024.10 | 0.47 | 0.74 | |
| DrFuseModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.459 | 0.729 | |
| GAN-basedModel type=Conditional GAN2024.10 | 0.453 | 0.728 | |
| MedFuseModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.437 | 0.718 | |
| DAFTModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.435 | 0.72 | |
| Uni-EHRModality=Single-modal (EHR time series)2024.10 | 0.434 | 0.72 | |
| MMTMModality=Multi-modal fusion, CXR usage=Last available CXR2024.10 | 0.43 | 0.715 |