This paper is in the following e-collection/theme issue:

Public Health Informatics (57) JMIR Theme Issue: COVID-19 Special Issue (2276) Infectious Diseases (non-STD/STI) (1323) Outbreak and Pandemic Preparedness and Management (1556) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1403) Machine Learning (1189) Artificial Intelligence (912) Opioid and Related Substance Abuse Crisis (96) Substance Abuse (319) Electronic Health Records (867) Personal Health Records, Patient-Accessible Electronic Health Records, Patient Portals (477)

Published on in Vol 8, No 12 (2022): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/38158, first published .
Machine Learning Techniques to Explore Clinical Presentations of COVID-19 Severity and to Test the Association With Unhealthy Opioid Use: Retrospective Cross-sectional Cohort Study

Machine Learning Techniques to Explore Clinical Presentations of COVID-19 Severity and to Test the Association With Unhealthy Opioid Use: Retrospective Cross-sectional Cohort Study

Machine Learning Techniques to Explore Clinical Presentations of COVID-19 Severity and to Test the Association With Unhealthy Opioid Use: Retrospective Cross-sectional Cohort Study

Authors of this article:

Hale M Thompson 1, 2 Author Orcid Image ;   Brihat Sharma 1 Author Orcid Image ;   Dale L Smith 1 Author Orcid Image ;   Sameer Bhalla 3 Author Orcid Image ;   Ihuoma Erondu 1 Author Orcid Image ;   Aniruddha Hazra 4 Author Orcid Image ;   Yousaf Ilyas 1 Author Orcid Image ;   Paul Pachwicewicz 1 Author Orcid Image ;   Neeral K Sheth 5 Author Orcid Image ;   Neeraj Chhabra 6 Author Orcid Image ;   Niranjan S Karnik 1 Author Orcid Image ;   Majid Afshar 7 Author Orcid Image
Article Authors Cited by Tweetations (7) Metrics

Hale M Thompson   1, 2 , MA, MSc, PhD ;   Brihat Sharma   1 , MSc ;   Dale L Smith   1 , PhD ;   Sameer Bhalla   3 , MD ;   Ihuoma Erondu   1 , MD ;   Aniruddha Hazra   4 , MD ;   Yousaf Ilyas   1 ;   Paul Pachwicewicz   1 , MSc ;   Neeral K Sheth   5 , MD ;   Neeraj Chhabra   6 , MSc, MD ;   Niranjan S Karnik   1 , MD, PhD ;   Majid Afshar   7 , MSc, MD

1 Section of Community Behavioral Health, Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States

2 Center for Education, Research, and Advocacy, Department of Social and Behavioral Research, Howard Brown Health, Chicago, IL, United States

3 Department of Internal Medicine, Rush University Medical Center, Chicago, IL, United States

4 Section of Infectious Diseases and Global Health, Department of Medicine, University of Chicago, Chicago, IL, United States

5 Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States

6 Department of Emergency Medicine, Rush University Medical College, Rush University Medical Center, Chicago, IL, United States

7 Division of Pulmonary and Critical Care, Department of Medicine, School of Medicine and Public Health, University of Wisconsin, Madison, WI, United States

Corresponding Author:

  • Hale M Thompson, MA, MSc, PhD
  • Section of Community Behavioral Health
  • Department of Psychiatry and Behavioral Sciences
  • Rush University Medical Center
  • Suite 302
  • 1645 W. Jackson Boulevard
  • Chicago, IL, 60612
  • United States
  • Phone: 1 4153108569
  • Email: hale_thompson@rush.edu