Identifying factors associated with opioid cessation in a biracial sample using machine learning

Identifying factors associated with opioid cessation in a biracial sample using machine learning

Aim: Racial disparities in opioid use disorder (OUD) management exist, however, and there is limited research on factors that influence opioid cessation in different population groups. Methods: We employed multiple machine learning prediction algorithms least absolute shrinkage and selection operat...

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Bibliographic Details
Main Authors: Jiayi W. Cox, Richard M. Sherva, Kathryn L. Lunetta, Richard Saitz, Mark Kon, Henry R. Kranzler, Joel Gelernter, Lindsay A. Farrer
Format: Article
Language:English
Published: Open Exploration Publishing Inc. 2020-02-01
Series:Exploration of Medicine
Subjects:
opioid use disorder
opioid cessation
machine learning
feature selection
outcome prediction
Online Access:https://www.explorationpub.com/Journals/em/Article/10013

Internet

https://www.explorationpub.com/Journals/em/Article/10013

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