Generating and evaluating a propensity model using textual features from electronic medical records.

BACKGROUND:Propensity score (PS) methods are commonly used to control for confounding in comparative effectiveness studies. Electronic health records (EHRs) contain much unstructured data that could be used as proxies for potential confounding factors. The goal of this study was to assess whether th...

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Bibliographic Details
Main Authors: Zubair Afzal, Gwen M C Masclee, Miriam C J M Sturkenboom, Jan A Kors, Martijn J Schuemie
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0212999