Developing Federated Time-to-Event Scores Using Heterogeneous Real-World Survival Data

The author presents a novel framework for developing federated scoring systems for multi-site survival outcomes, ensuring privacy and communication efficiency. The proposed method outperformed local models in testing datasets from each participant site.