Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models

Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri

This paper presents a novel approach to simulating electronic health records (EHRs) using diffusion probabilistic models (DPMs). Specifically, we demonstrate the effectiveness of D…