Copula-Based Deep Survival Models for Dependent Censoring

20 June 2023

Papers citing "Copula-Based Deep Survival Models for Dependent Censoring"

7 / 7 papers shown

Title
HACSurv: A Hierarchical Copula-Based Approach for Survival Analysis with Dependent Competing Risks Xin Liu Weijia Zhang Min-Ling Zhang 151 3 0 19 Oct 2024
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks David Rindt Robert Hu D. Steinsaltz Dino Sejdinovic 153 38 0 26 Mar 2021
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks Chirag Nagpal Xinyu Li A. Dubrawski OOD 135 122 0 02 Mar 2020
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 452 2,511 0 08 Jun 2017
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 480 1,253 0 02 Jun 2016
d-Separation: From Theorems to Algorithms D. Geiger Thomas Verma Judea Pearl 59 242 0 27 Mar 2013
On the identifiability of copulas in bivariate competing risks models M. Schwarz G. Jongbloed Ingrid Van Keilegom 50 22 0 10 Jan 2013