Can Predictive Modeling Tools Identify Patients at High Risk of Prolonged Opioid Use After ACL Reconstruction?

Background: Machine-learning methods such as the Bayesian belief network, random forest, gradient boosting machine, and decision trees have been used to develop decision-support tools in other clinical settings. Opioid abuse is a problem among civilians and military service members, and it is diffic...

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Bibliographic Details

Published in:	Clinical Orthopaedics & Related Research® Vol. 478; no. 7; pp. 1603 - 1619
Main Authors:	Anderson, Ashley B., Grazal, Clare F., Balazs, George C., Potter, Benjamin K., Dickens, Jonathan F., Forsberg, Jonathan A.
Format:	research tables/charts Journal Article
Published:	Lippincott Williams & Wilkins Jul2020
Online Access:	View this record in EBSCOhost