survival analysis

Continuous-Time Graph Representation with Sequential Survival Process AAAI 2024 Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024 Dynamic Survival Analysis with Controlled Latent States ICML 2024 Fairness in Survival Analysis with Distributionally Robust Optimization JMLR 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NeurIPS 2024 How Inverse Conditional Flows Can Serve as a Substitute for Distributional Regression UAI 2024 Optimal Sparse Survival Trees AISTATS 2024 Optimal Survival Trees: A Dynamic Programming Approach AAAI 2024 SMARTR: A Framework for Early Detection using Survival Analysis of Longitudinal Texts NAACL 2024 Survival Kernets: Scalable and Interpretable Deep Kernel Survival Analysis with an Accuracy Guarantee JMLR 2024 Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning NeurIPS 2024 Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024 An Effective Meaningful Way to Evaluate Survival Models ICML 2023 Anytime User Engagement Prediction in Information Cascades for Arbitrary Observation Periods AAAI 2023 A Statistical Learning Take on the Concordance Index for Survival Analysis AISTATS 2023 Conditional Distribution Function Estimation Using Neural Networks for Censored and Uncensored Data JMLR 2023 Copula-based deep survival models for dependent censoring UAI 2023 Cross-Modal Translation and Alignment for Survival Analysis ICCV 2023 Differentiable sorting for censored time-to-event data. NeurIPS 2023 Fair Survival Time Prediction via Mutual Information Minimization MLHC 2023 Interpretable (not just posthoc-explainable) heterogeneous survivors bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions MLHC 2023 Learning Survival Distribution with Implicit Survival Function IJCAI 2023 Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling MLHC 2023 Multi-Source Survival Domain Adaptation AAAI 2023