Digital phenotyping and ASCVD risk: An exploratory cross-sectional analysis using online behavioral data
A retrospective, exploratory cross-sectional analysis exploring whether social media data is associated with cardiovascular disease (CVD) risk beyond traditional clinical models. While social media data may capture behavioral and social markers relevant to CVD, their associations with CVD risk remains uncertain.
Authors
- N. Mitra
- Dena M Torrente
- Sharath Chandra Guntuku (ORCID: https://orcid.org/0000-0002-2929-0035)
- Gary E. Weissman (ORCID: https://orcid.org/0000-0001-9588-3819)
- P. Groenveld
- Lauren Southwick (ORCID: https://orcid.org/0000-0001-5290-9759)
- Tracy A. Lieu (ORCID: https://orcid.org/0000-0002-3516-4617)
- Raina M. Merchant (ORCID: https://orcid.org/0000-0002-9801-6881)
- David A Asch
- Veronica Murgulescu
- Lyle Ungar
- Neil K.R. Sehgal
- Devon Schroeder
Institutions
- Cancer Research And Biostatistics (US)
- Penn Center for AIDS Research (US)
- University of Pennsylvania Health System (US)
- University of Pennsylvania (US)
- Philadelphia University (US)
- Florida College (US)
Publication Details
- Journal
- American Heart Journal Plus Cardiology Research and Practice
- Published
- 2026-01-09
- DOI
- https://doi.org/10.1016/j.ahjo.2026.100717
- Primary Topic
- Social Media in Health Education
- Type
- article
- Field-Weighted Citation Impact
- 0.00