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Viewpoints and Proposals (10) Clinical Information and Decision Making (3703) mHealth in a Clinical Setting (1148) Decision Support for Health Professionals (2235) Cardiac Risk and Cardiac Risk Calculators (172) Digital Biomarkers and Digital Phenotyping (442) Precision Medicine (437)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/103401, first published .
Medical team performs echocardiogram on patient to view heart

Operationalizing AI-Enabled Cardiovascular Biomarkers: A Clinician-Centered Framework for Validation, Governance, and Workflow Integration

Operationalizing AI-Enabled Cardiovascular Biomarkers: A Clinician-Centered Framework for Validation, Governance, and Workflow Integration

Authors of this article:

Dabeluchi Chiedozie Ngwu1 Author Orcid Image
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Dabeluchi Chiedozie Ngwu   1 , MD

1 Department of Surgery, King Abdullah Hospital, Bisha, Asir, Saudi Arabia

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