Generation of Synthetic Electronic Health Records Using a Federated GAN

John Weldon, Tomas Ward, Eoin Brophy

Sensitive medical data is often subject to strict usage constraints. In this paper, we trained a generative adversarial network (GAN) on real-world electronic health records (EHR).…