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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 33820654
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...
Abdominal Pain Adult Aged Analgesics, Opioid Area Under Curve Arthralgia Back Pain Comorbidity Databases, Pharmaceutical Drug Prescriptions Female Forecasting Headache Humans Insurance Claim Review Machine Learning Male Middle Aged Postoperative Period Preoperative Period Prescription Drug Overuse Retrospective Studies ROC Curve Young Adult
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