Extending the Neural Additive Model for Survival Analysis with EHR Data

15 November 2022

Papers citing "Extending the Neural Additive Model for Survival Analysis with EHR Data"

6 / 6 papers shown

Title
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 20 2 0 23 Apr 2024
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining the Survival Models Lev V. Utkin Danila Eremenko A. Konstantinov 16 0 0 11 Dec 2023
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator Lev V. Utkin Danila Eremenko A. Konstantinov 25 4 0 07 Aug 2023
Neural Additive Models for Location Scale and Shape: A Framework for Interpretable Neural Regression Beyond the Mean Anton Thielmann René-Marcel Kruse Thomas Kneib Benjamin Säfken 11 12 0 27 Jan 2023
SurvNAM: The machine learning survival model explanation Lev V. Utkin Egor D. Satyukov A. Konstantinov AAML FAtt 31 28 0 18 Apr 2021
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 102 1,229 0 02 Jun 2016