SDPM is a diffusion probabilistic model that generates continuous survival times and censoring indicators to estimate survival functions without parametric assumptions or time discretization.
Explainable survival analysis with uncertainty using convolution- involved vision transformer.Computerized Medical Imaging and Graphics, 110:102302
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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.