A Large-Scale Neutral Comparison Study of Survival Models on
Low-Dimensional Data

A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data

6 June 2024

Bernd Bischl

Marvin N. Wright

Papers citing "A Large-Scale Neutral Comparison Study of Survival Models on Low-Dimensional Data"

5 / 5 papers shown

Title
Comprehensive Benchmarking of Machine Learning Methods for Risk Prediction Modelling from Large-Scale Survival Data: A UK Biobank Study Rafael R. Oexner Robin Schmitt Hyunchan Ahn Ravi A. Shah Anna Zoccarato Konstantinos Theofilatos Ajay M. Shah 49 0 0 13 Mar 2025
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 77 268 0 13 Jul 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 96 1,011 0 02 Jun 2016
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 84 2,708 0 18 Aug 2015
A Plea for Neutral Comparison Studies in Computational Sciences A. Boulesteix M. Eugster 35 107 0 13 Aug 2012