AIMC Topic: Prescription Drug Overuse

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Predicting postoperative opioid use with machine learning and insurance claims in opioid-naïve patients.

American journal of surgery Mar 26, 2021
BACKGROUND: The clinical impact of postoperative opioid use requires accurate prediction strategies to identify at-risk patients. We utilize preoperative claims data to predict postoperative opioid refill and new persistent use in opioid-naïve patien...
Humans Machine Learning Forecasting Retrospective Studies Female Aged Young Adult Adult Male Middle Aged Comorbidity ROC Curve Area Under Curve Abdominal Pain Analgesics, Opioid Headache Postoperative Period Drug Prescriptions Preoperative Period Arthralgia Back Pain Databases, Pharmaceutical Insurance Claim Review Prescription Drug Overuse
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