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

Rodney Allanigue Gabriel   ¹ , MD, MAS ;   Sierra Simpson   ¹ , PhD ;   William Zhong   ¹ ;   Brittany Nicole Burton   ² , MD ;   Soraya Mehdipour   ¹ , MD ;   Engy Tadros Said   ¹ , MD

¹ Department of Anesthesiology, University of California San Diego, La Jolla, CA, United States

² Department of Anesthesiology and Perioperative Medicine, University of California Los Angeles, Los Angeles, CA, United States