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Explainable Censored Learning: Finding Critical Features with Long Term
  Prognostic Values for Survival Prediction

Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction

30 September 2022
Xinxing Wu
Chong Peng
R. Charnigo
Q. Cheng
ArXivPDFHTML

Papers citing "Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction"

4 / 4 papers shown
Title
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining the
  Survival Models
SurvBeNIM: The Beran-Based Neural Importance Model for Explaining the Survival Models
Lev V. Utkin
Danila Eremenko
A. Konstantinov
23
0
0
11 Dec 2023
SurvBeX: An explanation method of the machine learning survival models
  based on the Beran estimator
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator
Lev V. Utkin
Danila Eremenko
A. Konstantinov
30
4
0
07 Aug 2023
DeepSurv: Personalized Treatment Recommender System Using A Cox
  Proportional Hazards Deep Neural Network
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
112
1,231
0
02 Jun 2016
High-dimensional variable selection for Cox's proportional hazards model
High-dimensional variable selection for Cox's proportional hazards model
Jianqing Fan
Yang Feng
Yichao Wu
68
159
0
17 Feb 2010
1