Federated Causal Inference in Healthcare: Methods, Challenges, and Applications

Haoyang Li, Jie Xu, Kyra Gan +2

Federated causal inference enables multi-site treatment effect estimation without sharing individual-level data, offering a privacy-preserving solution for real-world evidence gene…