Morphological Autoencoders for Beat-by-Beat Atrial Fibrillation Detection Using Single-Lead ECG

Engineered feature extraction can compromise the ability of Atrial Fibrillation (AFib) detection algorithms to deliver near real-time results. Autoencoders (AEs) can be used as an automatic feature extraction tool, tailoring the resulting features to a specific classification task. By coupling an en...

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Bibliografski detalji

Glavni autori:	Rafael Silva, Ana Fred, Hugo Plácido da Silva
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2023-03-01
Serija:	Sensors
Teme:	atrial fibrillation detection ECG morphological features supervised autoencoder automatic feature extraction
Online pristup:	https://www.mdpi.com/1424-8220/23/5/2854
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