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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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Bibliografiske detaljer
Udgivet i:J Am Stat Assoc
Main Authors: Wu, Peng, Zeng, Donglin, Wang, Yuanjia
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang: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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