External validation of machine learning algorithm predicting prolonged opioid prescriptions in opioid-naïve lumbar spine surgery patients using a Taiwanese cohort

External validation of machine learning algorithm predicting prolonged opioid prescriptions in opioid-naïve lumbar spine surgery patients using a Taiwanese cohort

Background/Purpose: Identifying patients at risk of prolonged opioid use after surgery prompts appropriate prescription and personalized treatment plans. The Skeletal Oncology Research Group machine learning algorithm (SORG-MLA) was developed to predict the risk of prolonged opioid use in opioid-nai...

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Bibliographic Details
Main Authors: Shin-Fu Chen, Chih-Chi Su, Chuan-Ching Huang, Paul T. Ogink, Hung-Kuan Yen, Olivier Q. Groot, Ming-Hsiao Hu
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Journal of the Formosan Medical Association
Subjects:
Asians
Machine learning
Opioid-related disorders
Orthopedic procedures
Validation study
Online Access:http://www.sciencedirect.com/science/article/pii/S0929664623002553

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http://www.sciencedirect.com/science/article/pii/S0929664623002553

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