Composite socio-environmental risk score for cardiovascular assessment: An explainable machine learning approach
The SE-MACE risk score effectively incorporates socio-environmental factors into cardiovascular risk assessment, identifying individuals at higher risk for MACE and supporting the need for holistic assessment frameworks. Further validation in diverse settings is recommended to confirm these findings.
Authors
- Jean‐Eudes Dazard (ORCID: https://orcid.org/0000-0003-4720-3684)
- Pedro Rafael Vieira de Oliveira Salerno (ORCID: https://orcid.org/0000-0002-5116-5062)
- Sadeer G Al-Kindi (ORCID: https://orcid.org/0000-0002-1122-7695)
- Mohamed H. E. Makhlouf (ORCID: https://orcid.org/0000-0002-3592-2844)
- Santosh Kumar Sirasapalli (ORCID: https://orcid.org/0009-0003-9373-8310)
- Zhuo Chen (ORCID: https://orcid.org/0000-0002-8506-6070)
- Sanjay Rajagopalan
Institutions
- Houston Methodist (US)
- University Hospitals of Cleveland (US)
Publication Details
- Journal
- American Journal of Preventive Cardiology
- Published
- 2025-03-17
- DOI
- https://doi.org/10.1016/j.ajpc.2025.100964
- Citations
- 3
- Primary Topic
- Health, Environment, Cognitive Aging
- Type
- article
- Field-Weighted Citation Impact
- 3.60
Funders
- National Institute on Minority Health and Health Disparities