Machine Learning for Identifying Medication-Associated Acute Kidney Injury

Machine Learning for Identifying Medication-Associated Acute Kidney Injury

One of the prominent problems in clinical medicine is medication-induced acute kidney injury (AKI). Avoiding this problem can prevent patient harm and reduce healthcare expenditures. Several researches have been conducted to identify AKI-associated medications using statistical, data mining, and mac...

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Bibliographic Details
Main Authors: Sheikh S. Abdullah, Neda Rostamzadeh, Kamran Sedig, Daniel J. Lizotte, Amit X. Garg, Eric McArthur
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Informatics
Subjects:
multivariable regression
association rule mining
automated analysis
medication-associated acute kidney injury
medication-medication interaction
data-driven healthcare
Online Access:https://www.mdpi.com/2227-9709/7/2/18

Internet

https://www.mdpi.com/2227-9709/7/2/18

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