Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal Data

Farbod Alinezhad, Jianfei Cao, Gary J. Young +1

Predicting counterfactual outcomes in longitudinal data, where sequential treatment decisions heavily depend on evolving patient states, is critical yet notoriously challenging due…