Survival Analysis on MIMIC-IV (test)
0.842C-index (td)Dynamic-DeepHit
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Dynamic-DeepHitseeds=52025.11 | 0.842 | 0.071 | 0.24 | 0.887 | 0.841 | 0.732 | 0.763 | |
| DySurvseeds=52025.11 | 0.821 | 0.078 | 0.259 | 0.863 | 0.829 | 0.721 | 0.751 | |
| TransformerSurvmodality=multi-modal, seeds=52025.11 | 0.814 | 0.091 | 0.315 | 0.935 | 0.859 | 0.706 | 0.749 | |
| TransformerSurvmodality=TS+static, seeds=52025.11 | 0.807 | 0.1 | 0.341 | 0.943 | 0.822 | 0.647 | 0.696 | |
| DeepHitseeds=52025.11 | 0.692 | 0.071 | 0.253 | 0.651 | 0.687 | 0.667 | 0.672 | |
| Cox PHevaluation_protocol=deterministic2025.11 | 0.683 | 0.072 | 0.251 | 0.653 | 0.687 | 0.671 | 0.674 |