Heart disease detection using an acceleration-deceleration curve-based neural network with consumer-grade smartwatch data

Heart disease detection using an acceleration-deceleration curve-based neural network with consumer-grade smartwatch data

Cardiovascular disease (CVD) is the most important cause of morbidity and mortality worldwide. Early detection, prevention or even prediction is of pivotal importance to reduce the burden of cardiovascular disease and its associated costs. Low cost, consumer-grade smartwatches have the potential to...

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Bibliographic Details
Main Authors: Arman Naseri, David M.J. Tax, Marcel Reinders, Ivo van der Bilt
Format: Article
Language:English
Published: Elsevier 2024-11-01
Series:Heliyon
Subjects:
Mhealth
Ehealth
Wearables
Smartwatch
Machine learning
Atrial fibrillation
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024159580

Internet

http://www.sciencedirect.com/science/article/pii/S2405844024159580

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