Time-to-Event Clinical Outcomes Prediction on MIMIC Site 1
0.85C-IndexFedRD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FedRDestimation_method=Federated Risk Difference Estimation2026.01 | 0.85 | 0.706 | 0.833 | 0.77 | 0.621 | 0.669 | |
| Pooledestimation_method=Centralized Pooled Training2026.01 | 0.846 | 0.704 | 0.825 | 0.768 | 0.619 | 0.668 | |
| Metaestimation_method=Meta-analysis2026.01 | 0.821 | 0.726 | 0.772 | 0.73 | 0.643 | 0.695 | |
| Localestimation_method=Local Site Training2026.01 | 0.72 | 0.642 | 0.608 | 0.647 | 0.727 | 0.566 |