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Atrial Fibrillation Classification with Smart Wearables Using Short-Term Heart Rate Variability and Deep Convolutional Neural Networks

Atrial fibrillation (AF) is a type of cardiac arrhythmia affecting millions of people every year. This disease increases the likelihood of strokes, heart failure, and even death. While dedicated medical-grade electrocardiogram (ECG) devices can enable gold-standard analysis, these devices are expens...

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Detalles Bibliográficos
Autores principales: Ramesh, Jayroop, Solatidehkordi, Zahra, Aburukba, Raafat, Sagahyroon, Assim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587743/
https://www.ncbi.nlm.nih.gov/pubmed/34770543
http://dx.doi.org/10.3390/s21217233