Time-to-deterioration prediction on MIMIC-III (test)
0.821C-indexOPL-MT-MNAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OPL-MT-MNARModality=Full Multimodal (Text Fusion)2026.04 | 0.821 | 0.859 | 0.832 | 0.801 | |
| OPL-MT-MNARModality=Structured Only2026.04 | 0.769 | 0.801 | 0.781 | 0.758 | |
| Dynamic DeepHit2026.04 | 0.738 | 0.769 | 0.751 | 0.734 | |
| Cox PH2026.04 | 0.687 | 0.718 | 0.703 | 0.691 |