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FLEXI-Haz: Semiparametric Deep Survival Inference Beyond Proportional Hazards

Arie, Asaf Ben et al.
arXiv (All) · Papers
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Flexible survival prediction does not by itself ensure valid inference for covariate effects or subject-specific survival probabilities. We develop FLEXI-Haz, a semiparametric deep neural network model for right-censored data that combines an interpretable linear component in the log-hazard with a f
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