On the use of Harrell's C for clinical risk prediction via random
survival forests

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On the use of Harrell's C for clinical risk prediction via random survival forests

11 July 2015

Marvin N. Wright

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Papers citing "On the use of Harrell's C for clinical risk prediction via random survival forests"

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Title
Ensemble-Based Survival Models with the Self-Attended Beran Estimator Predictions Lev V. Utkin Semen P. Khomets Vlada A. Efremenko A. Konstantinov Natalya M. Verbova 10 0 0 09 Jun 2025
SurvBETA: Ensemble-Based Survival Models Using Beran Estimators and Several Attention Mechanisms Lev V. Utkin Semen P. Khomets Vlada A. Efremenko A. Konstantinov 164 0 0 10 Dec 2024
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling H. Musto D. Stamate Doina Logofatu Daniel Stahl 51 1 0 24 Sep 2024
Personalised Drug Identifier for Cancer Treatment with Transformers using Auxiliary Information A. Jayagopal Hansheng Xue Ziyang He R. J. Walsh K. K. Hariprasannan D. S. P. Tan T. Z. Tan J. J. Pitt A. D. Jeyasekharan Vaibhav Rajan 30 1 0 16 Feb 2024
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining the Survival Models Lev V. Utkin Danila Eremenko A. Konstantinov 67 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 75 5 0 07 Aug 2023
Risk stratification of malignant melanoma using neural networks Julian Burghoff Leonhard Ackermann Younes Salahdine Veronika Bram Katharina Wunderlich Julius Balkenhol T. Dirschka Hanno Gottschalk 16 0 0 15 May 2023
Predicting Survival Outcomes in the Presence of Unlabeled Data Fateme Nateghi Haredasht C. Vens 42 6 0 25 Oct 2022
Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction Xinxing Wu Chong Peng R. Charnigo Q. Cheng 64 3 0 30 Sep 2022
Applying Machine Learning to Life Insurance: some knowledge sharing to master it Antoine Chancel L. Bradier Antoine Ly R. Ionescu Laurene Martin Marguerite Sauce 53 1 0 05 Sep 2022
SurvNAM: The machine learning survival model explanation Lev V. Utkin Egor D. Satyukov A. Konstantinov AAML FAtt 93 30 0 18 Apr 2021
SurvLIME: A method for explaining machine learning survival models M. Kovalev Lev V. Utkin E. Kasimov 292 91 0 18 Mar 2020
CNN-based Survival Model for Pancreatic Ductal Adenocarcinoma in Medical Imaging Yucheng Zhang Edrise M. Lobo-Mueller P. Karanicolas S. Gallinger M. Haider Farzad Khalvati MedIm 120 67 0 25 Jun 2019
Survival Forests under Test: Impact of the Proportional Hazards Assumption on Prognostic and Predictive Forests for ALS Survival N. Korepanova H. Seibold Verena Steffen Torsten Hothorn 51 14 0 05 Feb 2019
A weighted random survival forest Lev V. Utkin A. Konstantinov V. Chukanov M. V. Kots M. Ryabinin A. Meldo 93 41 0 01 Jan 2019
Siamese Survival Analysis with Competing Risks Anton Nemchenko T. Kyono M. Schaar 21 5 0 16 Jul 2018