Modeling the hazard as a nonlinear operator of entire covariate histories, DeepONet estimates conditional survival curves without instantaneous-effect assumptions and outperforms Cox in simulations and on ADNI data.
The state of boosting
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Nonparametric Estimation of Conditional Survival Function with Time-Varying Covariates Using DeepONet
Modeling the hazard as a nonlinear operator of entire covariate histories, DeepONet estimates conditional survival curves without instantaneous-effect assumptions and outperforms Cox in simulations and on ADNI data.