Targeted Learning of Optimal Individualized Treatment Rules Under Cost Constraints

2018 ◽  
pp. 1-22
Author(s):  
Boriska Toth ◽  
Mark van der Laan
Keyword(s):  
Individualized Treatment ◽  
Cost Constraints ◽  
Treatment Rules

scholarly journals Performance guarantees for individualized treatment rules

2011 ◽  
Vol 39 (2) ◽  
pp. 1180-1210 ◽  
Author(s):  
Min Qian ◽  
Susan A. Murphy
Keyword(s):  
Individualized Treatment ◽  
Performance Guarantees ◽  
Treatment Rules

scholarly journals Residual Weighted Learning for Estimating Individualized Treatment Rules

2017 ◽  
Vol 112 (517) ◽  
pp. 169-187 ◽  
Author(s):  
Xin Zhou ◽  
Nicole Mayer-Hamblett ◽  
Umer Khan ◽  
Michael R. Kosorok
Keyword(s):  
Individualized Treatment ◽  
Treatment Rules

Robust outcome weighted learning for optimal individualized treatment rules

2019 ◽  
Vol 29 (4) ◽  
pp. 606-624
Author(s):  
Sheng Fu ◽  
Qinying He ◽  
Sanguo Zhang ◽  
Yufeng Liu
Keyword(s):  
Individualized Treatment ◽  
Treatment Rules

scholarly journals Incorporating Patient Preferences into Estimation of Optimal Individualized Treatment Rules

Biometrics ◽  
2017 ◽  
Vol 74 (1) ◽  
pp. 18-26 ◽  
Author(s):  
Emily L. Butler ◽  
Eric B. Laber ◽  
Sonia M. Davis ◽  
Michael R. Kosorok
Keyword(s):  
Patient Preferences ◽  
Individualized Treatment ◽  
Treatment Rules

scholarly journals Estimating Individualized Treatment Rules Using Outcome Weighted Learning

2012 ◽  
Vol 107 (499) ◽  
pp. 1106-1118 ◽  
Author(s):  
Yingqi Zhao ◽  
Donglin Zeng ◽  
A. John Rush ◽  
Michael R. Kosorok
Keyword(s):  
Individualized Treatment ◽  
Treatment Rules

scholarly journals Multicategory Outcome Weighted Margin-based Learning for Estimating Individualized Treatment Rules

2020 ◽  
Author(s):  
Chong Zhang ◽  
Jingxiang Chen ◽  
Haoda Fu ◽  
Xuanyao He ◽  
Ying-Qi Zhao ◽  
...  
Keyword(s):  
Individualized Treatment ◽  
Treatment Rules
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