Estimation of Heterogeneous Restricted Mean Survival Time Using Random Forest

Estimation and prediction of heterogeneous restricted mean survival time (hRMST) is of great clinical importance, which can provide an easily interpretable and clinically meaningful summary of the survival function in the presence of censoring and individual covariates. The existing methods for the...

Full description

Bibliographic Details
Main Authors: Mingyang Liu, Hongzhe Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2020.587378/full