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

New Methods (945) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1641) Machine Learning (1465) Alcohol Abuse, Alcoholism Prevention and Recovery (300) Substance Abuse (419)

Published on in Vol 22, No 9 (2020): September

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21916, first published .
Associations Between Substance Use and Instagram Participation to Inform Social Network–Based Screening Models: Multimodal Cross-Sectional Study

Associations Between Substance Use and Instagram Participation to Inform Social Network–Based Screening Models: Multimodal Cross-Sectional Study

Associations Between Substance Use and Instagram Participation to Inform Social Network–Based Screening Models: Multimodal Cross-Sectional Study

Authors of this article:

Brandon G Bergman1 Author Orcid Image ;   Weiyi Wu2 Author Orcid Image ;   Lisa A Marsch3 Author Orcid Image ;   Benjamin S Crosier4 Author Orcid Image ;   Timothy C DeLise5 Author Orcid Image ;   Saeed Hassanpour4 Author Orcid Image
Article Authors Cited by (6) Tweetations (11) Metrics

Brandon G Bergman   1 * , PhD ;   Weiyi Wu   2 * , MSc ;   Lisa A Marsch   3 , PhD ;   Benjamin S Crosier   4 , PhD ;   Timothy C DeLise   5 , MSc ;   Saeed Hassanpour   4 , PhD

1 Recovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, & Harvard Medical School, Boston, MA, United States

2 Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH, United States

3 Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth College, Lebanon, NH, United States

4 Departments of Biomedical Data Science, Computer Science, and Epidemiology, Geisel School of Medicine at Dartmouth, Hanover, NH, United States

5 Department of Mathematics and Statistics, Universite de Montreal, Montreal, QC, Canada

*these authors contributed equally

Corresponding Author:

  • Brandon G Bergman, PhD
  • Recovery Research Institute
  • Center for Addiction Medicine
  • Massachusetts General Hospital, & Harvard Medical School
  • 151 Merrimac Street, 6th Floor
  • Boston, MA, 02114
  • United States
  • Phone: 1 617-643-7563
  • Email: bgbergman@mgh.harvard.edu