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Dorothy Namuleme

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Review Open access 2026

A Conceptual Multimodal Wearable Platform for Acute Myocardial Infarction Risk Estimation Using Clinical, Electrocardiographic and Echocardiographic Data

The reviewed evidence suggests that the proposed modalities could provide complementary information rather than replace existing diagnostic methods, and the most realistic near-term application is a modular multimodal decision-support platform that produces calibrated risk estimates and reports signal quality alongside...

Katongole Geoffrey Brian, U. K. John, Bwogi Bashir et al. · 0 citations
Review Open access 2026

Wearable and Artificial-Intelligence-Enabled Multimodal Systems for Early Detection and Classification of Acute Myocardial Infarction: A Review of the Integration of Clinical, Electrocardiographic, and Echocardiographic Data

A conceptual framework for an integrated wearable multimodal diagnostic system is proposed and the technical, clinical, regulatory, and ethical considerations that must be addressed before such systems can be safely deployed in emergency and pre-hospital cardiac care in low-resource settings are outlined.

Kelechi John Kelechi, Katongole Geoffrey Brian, Bwogi Bashir et al. · 0 citations

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