Survival Analysis

CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction MIDL 2026 Exploring Novel Uncertainty Quantification through Forward Intensity Function Modeling JMLR 2026 From Cross-Sectional CT to Dynamic Insights: Pseudotime-Based Modeling of Lung Nodule Progression MIDL 2026 MDCS-MoAME: Multi-directional Composite Scanning with Mixture of Attention and Mamba Experts for Cancer Survival Prediction CVPR 2026 MUST: Modality-Specific Representation-Aware Transformer for Diffusion-Enhanced Survival Prediction with Missing Modality CVPR 2026 Overcoming Dependent Censoring in the Evaluation of Survival Models UAI 2026 Turning Pre-Trained Vision Transformers into End-to-End Histopathology Whole Slide Image Models for Survival Prediction CVPR 2026 Advancing Fairness in Precision Medicine: A Universal Framework for Optimal Treatment Estimation in Censored Data AISTATS 2025 Boosting Methods for Interval-censored Data with Regression and Classification ICLR 2025 HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks AISTATS 2025 Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks AISTATS 2025 When to Intervene: Learning Optimal Intervention Policies for Critical Events NeurIPS 2022 DAGSurv: Directed Ayclic Graph Based Survival Analysis Using Deep Neural Networks ACML 2021 Deep Extended Hazard Models for Survival Analysis NeurIPS 2021 Functional Martingale Residual Process for High-Dimensional Cox Regression with Model Averaging JMLR 2020 Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis ACML 2020 scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn JMLR 2020 Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective AAAI 2019 Tree-based Bayesian Mixture Model for Competing Risks AISTATS 2018 Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors NeurIPS 2011 On Ranking in Survival Analysis: Bounds on the Concordance Index NeurIPS 2007