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AFibNet: an implementation of atrial fibrillation detection with convolutional neural network

BACKGROUND: Generalization model capacity of deep learning (DL) approach for atrial fibrillation (AF) detection remains lacking. It can be seen from previous researches, the DL model formation used only a single frequency sampling of the specific device. Besides, each electrocardiogram (ECG) acquisi...

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Detalles Bibliográficos
Autores principales: Tutuko, Bambang, Nurmaini, Siti, Tondas, Alexander Edo, Rachmatullah, Muhammad Naufal, Darmawahyuni, Annisa, Esafri, Ria, Firdaus, Firdaus, Sapitri, Ade Iriani
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8281594/
https://www.ncbi.nlm.nih.gov/pubmed/34261486
http://dx.doi.org/10.1186/s12911-021-01571-1