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ECG classification using 1-D convolutional deep residual neural network

An electrocardiograph (ECG) is widely used in diagnosis and prediction of cardiovascular diseases (CVDs). The traditional ECG classification methods have complex signal processing phases that leads to expensive designs. This paper provides a deep learning (DL) based system that employs the convoluti...

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Detalles Bibliográficos
Autores principales: Khan, Fahad, Yu, Xiaojun, Yuan, Zhaohui, Rehman, Atiq ur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10128986/
https://www.ncbi.nlm.nih.gov/pubmed/37098024
http://dx.doi.org/10.1371/journal.pone.0284791