SDPM is a diffusion probabilistic model that generates continuous survival times and censoring indicators to estimate survival functions without parametric assumptions or time discretization.
Assessment and comparison of prognostic classification schemes for survival data.Statistics in medicine, 18(17-18):2529–2545, 1999
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SDPM: Survival Diffusion Probabilistic Model for Continuous-Time Survival Analysis
SDPM is a diffusion probabilistic model that generates continuous survival times and censoring indicators to estimate survival functions without parametric assumptions or time discretization.