conftrace_

survival analysis

128 papers

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Co-occurring keywords

censored datum (23) neural network (6616) causal inference (1630) competing risk (10) deep learning (2118) concordance index (7) whole slide image (120) hazard function (10) risk prediction (55) cox regression (6)

Papers

Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022
When to Intervene: Learning Optimal Intervention Policies for Critical Events NIPS 2022
Survival Analysis for Idiopathic Pulmonary Fibrosis using CT Images and Incomplete Clinical Data MIDL 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning MIDL 2022
Multistate analysis with infinite mixtures of Markov chains UAI 2022
Longitudinal Fairness with Censorship AAAI 2022
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis NIPS 2022
Temporally-Consistent Survival Analysis NIPS 2022
SurvLatent ODE : A Neural ODE based time-to-event model with competing risks for longitudinal data improves cancer-associated Venous Thromboembolism (VTE) prediction MLHC 2022
Survival Mixture Density Networks MLHC 2022
Identifying Principal Stratum Causal Effects Conditional on a Post-treatment Intermediate Response CLEAR 2022
Derivative-Based Neural Modelling of Cumulative Distribution Functions for Survival Analysis AISTATS 2022
Deep Cox Mixtures for Survival Regression MLHC 2021
Deep Extended Hazard Models for Survival Analysis NIPS 2021
DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis AAAI 2021
It’s quality and quantity: the effect of the amount of comments on online suicidal posts EMNLP 2021
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis ICML 2021
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021
T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP ICML 2021
Inverse-Weighted Survival Games NIPS 2021
Research Reproducibility as a Survival Analysis AAAI 2021
Time-to-Event Models for Analyzing Reaction Time Sequences INTERSPEECH 2021
Estimating Calibrated Individualized Survival Curves with Deep Learning AAAI 2021
A Hierarchical Approach to Multi-Event Survival Analysis AAAI 2021