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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Detalles Bibliográficos
Autores principales: Silva, Rafael, Fred, Ana, Plácido da Silva, Hugo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007386/
https://www.ncbi.nlm.nih.gov/pubmed/36905058
http://dx.doi.org/10.3390/s23052854

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007386/
https://www.ncbi.nlm.nih.gov/pubmed/36905058
http://dx.doi.org/10.3390/s23052854

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