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
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
Corresponding Author:
-
Majid Afshar, MSc, MD
-
University of Wisconsin - Madison
-
1685 Highland Avenue
-
5158 Medical Foundation Centennial Building
-
Madison, WI, 53705
-
United States
-
Phone:
1 3125459462
-
Email: majid.afshar@wisc.edu