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

BackgroundCurrent atherosclerotic cardiovascular disease (ASCVD) predictive models have limitations; thus, efforts are underway to improve the discriminatory power of ASCVD models. ObjectiveWe sought to evaluate the discriminatory power of social media posts to pr...

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Bibliographic Details
Main Authors: Andy, Anietie U, Guntuku, Sharath C, Adusumalli, Srinath, Asch, David A, Groeneveld, Peter W, Ungar, Lyle H, Merchant, Raina M
Format: Article
Language:English
Published: JMIR Publications 2021-02-01
Series:JMIR Cardio
Online Access:http://cardio.jmir.org/2021/1/e24473/

Internet

http://cardio.jmir.org/2021/1/e24473/

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