survival analysis

Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions NeurIPS 2023 Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing Risks MLHC 2023 Non-exponential Reward Discounting in Reinforcement Learning AAAI 2023 Proper Scoring Rules for Survival Analysis ICML 2023 SurProGenes: Survival Risk-Ordered Representation of Cancer Patients and Genes for the Identification of Prognostic Genes ICML 2023 SurvivalGAN: Generating Time-to-Event Data for Survival Analysis AISTATS 2023 Survival Permanental Processes for Survival Analysis with Time-Varying Covariates NeurIPS 2023 Temporal Label Smoothing for Early Event Prediction ICML 2023 The Brier Score under Administrative Censoring: Problems and a Solution JMLR 2023 Weibull Racing Survival Analysis with Competing Events, Left Truncation, and Time-Varying Covariates JMLR 2023 A Deep Variational Approach to Clustering Survival Data ICLR 2022 A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022 Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NeurIPS 2022 Derivative-Based Neural Modelling of Cumulative Distribution Functions for Survival Analysis AISTATS 2022 Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022 Empirical Risk Minimization under Random Censorship JMLR 2022 Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022 Identifying Principal Stratum Causal Effects Conditional on a Post-treatment Intermediate Response CLeaR 2022 Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning MIDL 2022 Locally Sparse Neural Networks for Tabular Biomedical Data ICML 2022 Longitudinal Fairness with Censorship AAAI 2022 Multistate analysis with infinite mixtures of Markov chains UAI 2022 SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks JMLR 2022 Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data MIDL 2022 Survival Mixture Density Networks MLHC 2022