Effective Ways to Build and Evaluate Individual Survival Distributions

Effective Ways to Build and Evaluate Individual Survival Distributions

28 November 2018

Russell Greiner

Papers citing "Effective Ways to Build and Evaluate Individual Survival Distributions"

19 / 19 papers shown

Title
Learning Survival Distributions with the Asymmetric Laplace Distribution Deming Sheng Ricardo Henao 43 0 0 06 May 2025
Overcoming Dependent Censoring in the Evaluation of Survival Models Christian Marius Lillelund Shi-ang Qi Russell Greiner 62 0 0 26 Feb 2025
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 26 0 0 27 Oct 2024
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology Pei Liu Luping Ji Jiaxiang Gou Bo Fu Mao Ye 31 2 0 14 Sep 2024
SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images Zekang Yang Hong Liu Xiangdong Wang 24 1 0 30 Jun 2024
A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data Lukas Burk John Zobolas Bernd Bischl Andreas Bender Marvin N. Wright R. Sonabend 47 2 0 06 Jun 2024
Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration Shiguang Qi Yakun Yu Russell Greiner 35 4 0 12 May 2024
Robust Survival Analysis with Adversarial Regularization Michael Potter Stefano Maxenti Michael Everett AAML 24 0 0 26 Dec 2023
Proper Scoring Rules for Survival Analysis H. Yanagisawa 36 6 0 01 May 2023
A Statistical Learning Take on the Concordance Index for Survival Analysis Alex Nowak-Vila K. Elgui Geneviève Robin 18 1 0 23 Feb 2023
Deep Learning-Based Discrete Calibrated Survival Prediction Patrick Fuhlert Anne Ernst Esther Dietrich Fabian Westhaeusser K. Kloiber Stefan Bonn OOD 21 2 0 17 Aug 2022
Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis Tim Pearce Jong-Hyeon Jeong Yichen Jia Jun Zhu 29 2 0 26 May 2022
Longitudinal Fairness with Censorship Wenbin Zhang Jeremy C. Weiss 22 40 0 30 Mar 2022
Towards Explainable End-to-End Prostate Cancer Relapse Prediction from H&E Images Combining Self-Attention Multiple Instance Learning with a Recurrent Neural Network Esther Dietrich Patrick Fuhlert Anne Ernst G. Sauter M. Lennartz H. Stiehl Marina Zimmermann Stefan Bonn 28 4 0 26 Nov 2021
Inverse-Weighted Survival Games Xintian Han Mark Goldstein A. Puli Thomas Wies A. Perotte Rajesh Ranganath OffRL 16 11 0 16 Nov 2021
X-CAL: Explicit Calibration for Survival Analysis Mark Goldstein Xintian Han A. Puli A. Perotte Rajesh Ranganath 33 37 0 13 Jan 2021
WRSE -- a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU Jonathan Heitz Joanna Ficek M. Faltys T. Merz Gunnar Rätsch Matthias Huser 11 1 0 02 Nov 2020
Gene Expression based Survival Prediction for Cancer Patients: A Topic Modeling Approach Luke N. Kumar Russell Greiner 18 15 0 25 Mar 2019
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 115 1,231 0 02 Jun 2016