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Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records

Current guidelines for treatment decision making largely rely on data from randomized controlled trials (RCTs) studying average treatment effects. They may be inadequate to make individualized treatment decisions in real-world settings. Large-scale electronic health records (EHR) provide opportuniti...

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Detalhes bibliográficos
Publicado no:J Am Stat Assoc
Main Authors: Wu, Peng, Zeng, Donglin, Wang, Yuanjia
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7539620/
https://ncbi.nlm.nih.gov/pubmed/33041401
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2018.1549050
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