FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings

1 code implementation • 28 Nov 2023 • Jean Ogier du Terrail, Quentin Klopfenstein, Honghao Li, Imke Mayer, Nicolas Loiseau, Mohammad Hallal, Félix Balazard, Mathieu Andreux

External control arms (ECA) can inform the early clinical development of experimental drugs and provide efficacy evidence for regulatory approval in non-randomized settings.

Causal Inference Federated Learning