Almanac
technique

Kaplan-Meier estimator

techniqueactivekaplan-meier-estimator-fe3aae1a·1 events·first seen 26d ago

Aliases: Kaplan-Meier estimator

Co-occurring entities

More like this (12)

Recent events (1)

2arXiv · cs.AI·26d ago·source ↗

SDPM: Survival Diffusion Probabilistic Model for Continuous-Time Survival Analysis

The paper proposes SDPM, a generative model using denoising diffusion to estimate continuous-time survival (time-to-event) distributions without parametric hazard assumptions or time discretization. It is evaluated on ten real datasets against tree-based, boosting, and neural baselines, showing competitive C-index, AUC, and Brier score performance.