Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults

Majid Afshar   ¹ , MSc, MD ;   Sabrina Adelaine   ¹ , PhD ;   Felice Resnik   ¹ , PhD ;   Marlon P Mundt   ¹ , PhD ;   John Long   ¹ , MS ;   Margaret Leaf   ¹ , MS ;   Theodore Ampian   ¹ , MS ;   Graham J Wills   ¹ , PhD ;   Benjamin Schnapp   ¹ , MS ;   Michael Chao   ¹ , MS ;   Randy Brown   ¹ , MD, PhD ;   Cara Joyce   ² , PhD ;   Brihat Sharma   ¹ , MS ;   Dmitriy Dligach   ² , PhD ;   Elizabeth S Burnside   ¹ , MPH, MD, MS ;   Jane Mahoney   ¹ , MD ;   Matthew M Churpek   ¹ , MD, PhD ;   Brian W Patterson   ¹ , MPH, MD ;   Frank Liao   ¹ , PhD

¹ University of Wisconsin - Madison, Madison, WI, United States

² Loyola University Chicago, Chicago, IL, United States