A machine learning framework to predict the risk of opioid use disorder

A machine learning framework to predict the risk of opioid use disorder

Opioid overdose epidemic is a national public health crisis in the US. Little is known about how large-scale data analytics can be leveraged to help physicians predict whether a prescription opioid user will develop opioid use disorder. To that end, we proposed a machine learning framework for ident...

Full description

Bibliographic Details
Main Authors: Md Mahmudul Hasan, Gary J. Young, Mehul Rakeshkumar Patel, Alicia Sasser Modestino, Leon D. Sanchez, Md. Noor-E-Alam
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Machine Learning with Applications
Subjects:
Opioid use disorder
Opioid addiction epidemic
Risk prediction
Big data analytics
Machine learning
Predictive analytics
Online Access:http://www.sciencedirect.com/science/article/pii/S2666827021000724

Internet

http://www.sciencedirect.com/science/article/pii/S2666827021000724

Similar Items