Prognostic Risk Prediction on CHIMERA cohort (external val)
835 Year AUCMultimodal AI + CAPRA-S
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Multimodal AI + CAPRA-SType=Combined Model2026.01 | 83 | — | 8.2 | 0.004 | — | — | |
| Multimodal AIInput=Multimodal (Image + Clinical)2026.01 | 82 | 3 | — | — | — | — | |
| CAPRA-SInput=Post-surgical clinical risk score2026.01 | 79 | — | — | — | — | — | |
| Multi-section WSI AI frameworkData coverage percentage=100%2026.03 | — | — | — | — | 77 | 76 |