Time-to-Event Clinical Outcomes Prediction on SITE SGH-II 3
0.839C-IndexPooled
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Pooledestimation_method=Centralized Pooled Training2026.01 | 0.839 | 0.764 | 0.801 | 0.744 | 0.713 | 0.726 | |
| FedRDestimation_method=Federated Risk Difference Estimation2026.01 | 0.821 | 0.741 | 0.749 | 0.704 | 0.744 | 0.761 | |
| Localestimation_method=Local Site Training2026.01 | 0.812 | 0.728 | 0.737 | 0.668 | 0.738 | 0.756 | |
| Metaestimation_method=Meta-analysis2026.01 | 0.809 | 0.731 | 0.734 | 0.702 | 0.748 | 0.758 |