1D CNN model for ECG diagnosis based on several classifiers

1D CNN model for ECG diagnosis based on several classifiers

One of the main reasons for human death is diseases caused by the heart. Detecting heart diseases in the early stage can stop heart failure or any damage related to the heart muscle. One of the main signals that can be beneficial in the diagnosis of diseases of the heart is the electrocardiogram (EC...

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Bibliographic Details
Main Authors: Mahmoud Bassiouni, Islam Hegazy, Nouhad Rizk, El-Sayed El-Dahshan, Abdelbadeeh Salem
Format: Article
Language:Ukrainian
Published: Igor Sikorsky Kyiv Polytechnic Institute 2022-12-01
Series:Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï
Subjects:
electrocardiogram (ecg)
continuous wavelet transform (cwt)
1d convolutional neural network (cnn) model
Online Access:http://journal.iasa.kpi.ua/article/view/265099

Internet

http://journal.iasa.kpi.ua/article/view/265099

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