4501 Statistical Modeling for Predicting Correct Drug Dose in the Presence of Conflicting Dose Information Extracted from Electronic Health Records

OBJECTIVES/GOALS: Diverse medication-based studies require longitudinal drug dose information. EHRs can provide such data, but multiple mentions of a drug in the same clinical note can yield conflicting dose. We aimed to develop statistical methods which address this challenge by predicting the vali...

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Bibliographic Details

Published in:	Journal of clinical and translational science Vol. 4; no. s1; p. 51
Main Authors:	Williams, Michael Lee, Weeks, Hannah L, Beck, Cole, McNeer, Elizabeth, Choi, Leena
Format:	Journal Article
Language:	English
Published:	Cambridge Cambridge University Press 01.06.2020
Subjects:	Bayesian analysis Data collection Data Science/Biostatistics/Informatics Dosage Drug dosages Electronic health records Electronic medical records Lamotrigine Mathematical models Population studies Regression analysis Statistical analysis Tacrolimus
ISSN:	2059-8661, 2059-8661
Online Access:	Get full text
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