Interpretable Survival Analysis for Heart Failure Risk Prediction

24 October 2023

Papers citing "Interpretable Survival Analysis for Heart Failure Risk Prediction"

6 / 6 papers shown

Title
dnamite: A Python Package for Neural Additive Models Mike Van Ness Madeleine Udell 46 0 0 06 Mar 2025
MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets Nassim Oufattole Teya Bergamaschi Aleksia Kolo Hyewon Jeong Hanna Gaggin Collin M. Stultz Matthew B. A. McDermott 49 1 0 31 Oct 2024
Interpretable Prediction and Feature Selection for Survival Analysis Mike Van Ness Madeleine Udell 39 2 0 23 Apr 2024
FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML Brian Liu Rahul Mazumder 23 0 0 20 Feb 2024
SurvNAM: The machine learning survival model explanation Lev V. Utkin Egor D. Satyukov A. Konstantinov AAML FAtt 44 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 115 1,231 0 02 Jun 2016