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On Using Electronic Health Records to Improve Optimal Treatment Rules in Randomized Trials

Individualized treatment rules (ITRs) tailor medical treatments according to patient-specific characteristics in order to optimize patient outcomes. Data from randomized controlled trials (RCTs) are used to infer valid ITRs using statistical and machine learning methods. However, RCTs are usually co...

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Bibliographic Details
Published in:Biometrics
Main Authors: Wu, Peng, Zeng, Donglin, Fu, Haoda, Wang, Yuanjia
Format: Artigo
Language:Inglês
Published: 2020
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7786287/
https://ncbi.nlm.nih.gov/pubmed/32365232
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.13288
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