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学习最佳的群体结构化个性化治疗规则与许多治疗

Haixu Ma1, Donglin Zeng2, Yufeng Liu3

  • 1Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

Journal of machine learning research : JMLR
|August 17, 2023
PubMed
概括

本研究介绍了群体结果加权学习 (GROWL),以优化具有许多治疗选择的个性化治疗规则 (ITR). GROWL有效地识别了治疗结构,并改善了决策,以获得更好的患者结果.

关键词:
基于角度的多类分类分类.集团结构 集团结构 集团结构个人待遇规则 个人待遇规则精准医学是一门精准的医学.支持向量机器 支持向量机器

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