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

Jaewon Hur, Shengpu Tang, Vidhya Gunaseelan, Joceline V. Vu, Chad M. Brummett, Michael J. Englesbe, Jennifer F. Waljee, Jenna Wiens

2021The American Journal of Surgery21 citationsDOIOpen Access PDF

Topics & Concepts

MedicineOpioidReceiver operating characteristicMedical prescriptionRetrospective cohort studyInternal medicineEmergency medicineAnesthesiaReceptorPharmacologyOpioid Use Disorder TreatmentPain Management and Opioid UseAnesthesia and Pain Management
Predicting postoperative opioid use with machine learning and insurance claims in opioid-naïve patients | Litcius