Robust outcome weighted learning for optimal individualized treatment rules

Personalized medicine has received increasing attentions among scientific communities in recent years. Because patients often have heterogenous responses to treatments, discovering individualized treatment rules (ITR) is an important component of precision medicine. To that end, one needs to develop...

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Veröffentlicht in:	Journal of biopharmaceutical statistics Jg. 29; H. 4; S. 606 - 624
Hauptverfasser:	Fu, Sheng, He, Qinying, Zhang, Sanguo, Liu, Yufeng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	England Taylor & Francis 04.07.2019 Taylor & Francis Ltd
Schlagworte:	Angle-based classifiers multiple treatments non-convex optimization Precision medicine robustness soft and hard classification robustness non-convex optimization precision medicine multiple treatments Angle-based classifiers soft and hard classification
ISSN:	1054-3406, 1520-5711, 1520-5711
Online-Zugang:	Volltext
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