Published on in Vol 22, No 8 (2020): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/17478, first published .
Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

Machine Learning Classifiers for Twitter Surveillance of Vaping: Comparative Machine Learning Study

Shyam Visweswaran 1, 2, MD, PhD;  Jason B Colditz 3, MEd;  Patrick O’Halloran 2, MS;  Na-Rae Han 4, PhD;  Sanya B Taneja 1, MS;  Joel Welling 5, PhD;  Kar-Hai Chu 3, PhD;  Jaime E Sidani 3, PhD, MPH;  Brian A Primack 6, PhD, MD

1 Intelligent Systems Program, University of Pittsburgh , Pittsburgh, PA, US

2 Department of Biomedical Informatics, University of Pittsburgh , Pittsburgh, PA, US

3 School of Medicine, University of Pittsburgh , Pittsburgh, PA, US

4 Department of Linguistics, University of Pittsburgh , Pittsburgh, PA, US

5 Pittsburgh Supercomputing Center, Carnegie Mellon University , Pittsburgh, PA, US

6 College of Education and Health Professions, University of Arkansas , Fayetteville, AR, US

Corresponding Author:

  • Shyam Visweswaran, MD, PhD
  • Department of Biomedical Informatics
  • University of Pittsburgh
  • Pittsburgh, PA
  • US
  • Phone: 1 (412) 648 7119
  • Email: shv3@pitt.edu