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Updated: May 25, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
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动态治疗方案中使用观察性医疗数据的方法:系统性审查

David Liang1, Animesh Kumar Paul2, Daniala L Weir1

  • 1Division of Pharmacoepidemiology & Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences (UIPS), Utrecht University, Utrecht, the Netherlands.

Computer methods and programs in biomedicine
|February 25, 2025
PubMed
概括

本系统性审查分析了从观察健康数据中估计动态治疗方案 (DTR) 的方法. 强化学习和反事实模型很常见,大多数研究旨在改进现有的DTR.

关键词:
因果推理的原因推理.反事实的方法反事实的方法.动态治疗方案 动态治疗方案G-方法的使用方法机器学习 机器学习强化学习是一种强化学习.

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