In-hospital mortality on (EHR + CXR) PARTIAL (test)
87.4AUROCMedFuse (OPTIMAL)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedFuse (OPTIMAL)Training set=(EHR + CXR)PARTIAL, Fine-tuning=uses optimal number of uni-modal samples2022.07 | 87.4 | 56.7 | |
| MedFuseTraining set=(EHR + CXR)PARTIAL, Handling of missing chest X-ray images=substituted with a learnable vector2022.07 | 86.1 | 50.1 | |
| EarlyTraining set=(EHR + CXR)PARTIAL, Handling of missing chest X-ray images=substituted with a learnable vector2022.07 | 86 | 51.5 | |
| JointTraining set=(EHR + CXR)PARTIAL, Handling of missing chest X-ray images=substituted with a learnable vector2022.07 | 84.1 | 48.2 |