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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Vydáno v:	Journal of clinical and translational science Ročník 4; číslo s1; s. 51
Hlavní autoři:	Williams, Michael Lee, Weeks, Hannah L, Beck, Cole, McNeer, Elizabeth, Choi, Leena
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Cambridge Cambridge University Press 01.06.2020
Témata:	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
On-line přístup:	Získat plný text
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