Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record-Based Computable Phenotype Derivation and Validation Study.

David Chartash Hyung Paek James D Dziura Bill K Ross Daniel P Nogee Eric Boccio Cory Hines Aaron M Schott Molly Moore Jeffery Mehul D Patel Timothy F Platts-Mills Osama M Ahmed Cynthia A Brandt Katherine Couturier Edward R Melnick

Published in: JMIR medical informatics (2019)

This phenotype detected emergency department patients with opioid use disorder with high predictive values and reliability. Its algorithms were transportable across health care systems and have potential value for both clinical and research purposes.

Keyphrases

emergency department
electronic health record
healthcare
adverse drug
clinical decision support
machine learning
deep learning
risk assessment
social media