Tree-based methods for individualized treatment regimes

Individualized treatment rules recommend treatments on the basis of individual patient characteristics. A high-quality treatment rule can produce better patient outcomes, lower costs and less treatment burden. If a treatment rule learned from data is to be used to inform clinical practice or provide...

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Bibliographic Details

Published in:	Biometrika Vol. 102; no. 3; p. 501
Main Authors:	Laber, E B, Zhao, Y Q
Format:	Journal Article
Language:	English
Published:	England 01.09.2015
Subjects:	Tree-based method Exploratory analysis Personalized medicine Treatment regime Continuous treatment
ISSN:	0006-3444
Online Access:	Get more information
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