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Multiple Regression Analysis and Frequent Itemset Mining of Electronic Medical Records: A Visual Analytics Approach Using VISA_M3R3

Medication-induced acute kidney injury (AKI) is a well-known problem in clinical medicine. This paper reports the first development of a visual analytics (VA) system that examines how different medications associate with AKI. In this paper, we introduce and describe VISA_M3R3, a VA system designed t...

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Principais autores: Sheikh S. Abdullah, Neda Rostamzadeh, Kamran Sedig, Amit X. Garg, Eric McArthur
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2020-03-01
coleção:Data
Assuntos:
visual analytics
multivariable regression
frequent itemset mining
interactive visualization
medication-associated acute kidney injury
electronic medical records
Acesso em linha:https://www.mdpi.com/2306-5729/5/2/33
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