Marie Brockschmidt

SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis

Survival analysis is a cornerstone of clinical research by modeling time-to-event outcomes such as metastasis, disease relapse, or patient death. Unlike standard tabular data, survival data often come with incomplete event information due to dropout, or loss to follow-up. This poses unique challenge…