A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation

A Neural Network Model Using Pain Score Patterns to Predict the Need for Outpatient Opioid Refills Following Ambulatory Surgery: Algorithm Development and Validation

BackgroundExpansion of clinical guidance tools is crucial to identify patients at risk of requiring an opioid refill after outpatient surgery. ObjectiveThe objective of this study was to develop machine learning algorithms incorporating pain and opioid features to...

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Bibliographic Details
Main Authors: Rodney Allanigue Gabriel, Sierra Simpson, William Zhong, Brittany Nicole Burton, Soraya Mehdipour, Engy Tadros Said
Format: Article
Language:English
Published: JMIR Publications 2023-02-01
Series:JMIR Perioperative Medicine
Online Access:https://periop.jmir.org/2023/1/e40455

Internet

https://periop.jmir.org/2023/1/e40455

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