Heartbeat classification based on single lead-II ECG using deep learning

Heartbeat classification based on single lead-II ECG using deep learning

The analysis and processing of electrocardiogram (ECG) signals is a vital step in the diagnosis of cardiovascular disease. ECG offers a non-invasive and risk-free method for monitoring the electrical activity of the heart that can assist in predicting and diagnosing heart diseases. The manual interp...

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Bibliographic Details
Main Authors: Mohamed F. Issa, Ahmed Yousry, Gergely Tuboly, Zoltan Juhasz, Ahmed H. AbuEl-Atta, Mazen M. Selim
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Heliyon
Subjects:
Electrocardiogram
Cardiovascular disease
Deep neural network
Residual blocks
Cardiac cycles
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023051824

Internet

http://www.sciencedirect.com/science/article/pii/S2405844023051824

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