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

Cardiac Risk and Cardiac Risk Calculators (24) Machine Learning (1009) Natural Language Processing (492) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (825) Infodemiology and Infoveillance (1008) New Methods (667) Cardiovascular Disease Prevention (82)

Published on in Vol 5 , No 1 (2021) :Jan-Jun

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/24473, first published .
Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Predicting Cardiovascular Risk Using Social Media Data: Performance Evaluation of Machine-Learning Models

Authors of this article:

Anietie U Andy 1 Author Orcid Image ;   Sharath C Guntuku 1, 1, 2 Author Orcid Image ;   Srinath Adusumalli 3, 4 Author Orcid Image ;   David A Asch 4, 5, 6 Author Orcid Image ;   Peter W Groeneveld 5, 6 Author Orcid Image ;   Lyle H Ungar 1 Author Orcid Image ;   Raina M Merchant 1, 4, 7 Author Orcid Image
Article Authors Cited by (9) Tweetations (20) Metrics
Anietie U Andy 1 , PhD ;   Sharath C Guntuku 1, 1, 2 , PhD ;   Srinath Adusumalli 3, 4 , MD, MSc ;   David A Asch 4, 5, 6 , MD, MBA ;   Peter W Groeneveld 5, 6 , MD, MS ;   Lyle H Ungar 1 , PhD ;   Raina M Merchant 1, 4, 7 , MD, MSHP

1 Penn Medicine Center for Digital Health , University of Pennsylvania , Philadelphia , PA , US

2 Leonard Davis Institute of Health Economics , University of Pennsylvania , Philadelphia , PA , US

3 Division of Cardiovascular Medicine , Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , US

4 Penn Medicine Center for Health Care Innovation , University of Pennsylvania , Philadelphia , PA , US

5 Center for Health Equity Research and Promotion , Corporal Michael J Crescenz VA Medical Center , Philadelphia , PA , US

6 Department of Medicine , Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , US

7 Department of Emergency Medicine , Perelman School of Medicine , University of Pennsylvania , Philadelphia , PA , US

Corresponding Author: