Non-parametric individual treatment effect estimation for survival data with random forests

• Published in: Bioinformatics Vol. 36; no. 2; pp. 629 - 636
• Main Authors: Tabib, Sami, Larocque, Denis
• Format: Journal Article
• Language: English
• Published: England Oxford University Press 15.01.2020

Abstract Motivation Personalized medicine often relies on accurate estimation of a treatment effect for specific subjects. This estimation can be based on the subject’s baseline covariates but additional complications arise for a time-to-event response subject to censoring. In this paper, the treatm...