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DAE-ConvBiLSTM: End-to-end learning single-lead electrocardiogram signal for heart abnormalities detection

BACKGROUND: The electrocardiogram (ECG) is a widely used diagnostic that observes the heart activities of patients to ascertain a heart abnormality diagnosis. The artifacts or noises are primarily associated with the problem of ECG signal processing. Conventional denoising techniques have been propo...

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Detalles Bibliográficos
Autores principales: Tutuko, Bambang, Darmawahyuni, Annisa, Nurmaini, Siti, Tondas, Alexander Edo, Naufal Rachmatullah, Muhammad, Teguh, Samuel Benedict Putra, Firdaus, Firdaus, Sapitri, Ade Iriani, Passarella, Rossi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9803308/
https://www.ncbi.nlm.nih.gov/pubmed/36584187
http://dx.doi.org/10.1371/journal.pone.0277932