Transferring Learned ECG Representations for Deep Neural Network Classification of Atrial Fibrillation with Photoplethysmography

Atrial fibrillation (AF) is a type of cardiac arrhythmia with a worldwide prevalence of more than 37 million among the adult population. This elusive disease is a major risk factor for ischemic stroke, along with increased rates of significant morbidity and eventual mortality. It is clinically diagn...

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Main Authors: Jayroop Ramesh, Zahra Solatidehkordi, Raafat Aburukba, Assim Sagahyroon, Fadi Aloul
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2025-04-01
Series:Applied Sciences
Assuntos:
biomedical informatics
cardiovascular disease
deep learning
ECG
heart rate variability
knowledge distillation
Acceso en liña:https://www.mdpi.com/2076-3417/15/9/4770
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