Time-to-Event Clinical Outcomes Prediction on SITE SGH-III 4
0.853C-IndexFedRD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedRDestimation_method=Federated Risk Difference Estimation2026.01 | 0.853 | 0.793 | 0.803 | 0.71 | 0.734 | 0.708 | |
| Pooledestimation_method=Centralized Pooled Training2026.01 | 0.853 | 0.792 | 0.803 | 0.707 | 0.731 | 0.707 | |
| Localestimation_method=Local Site Training2026.01 | 0.847 | 0.789 | 0.797 | 0.697 | 0.729 | 0.728 | |
| Metaestimation_method=Meta-analysis2026.01 | 0.834 | 0.782 | 0.783 | 0.724 | 0.739 | 0.728 |