ECG signal classification using capsule neural networks

ECG signal classification using capsule neural networks

Abstract Cardiovascular diseases (CVD) are the dominant cause of deaths in the world, of which 90% are curable. The electrocardiogram (ECG) measures the electrical stimulus of the heart noninvasively. Convolutional neural networks (CNN) act as one of the powerful machine learning techniques to class...

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Bibliographic Details
Main Authors: Tejashwini Neela, Swetha Namburu
Format: Article
Language:English
Published: Wiley 2021-05-01
Series:IET Networks
Subjects:
cardiovascular system
diseases
electrocardiography
medical signal processing
signal classification
convolutional neural nets
Online Access:https://doi.org/10.1049/ntw2.12018

Internet

https://doi.org/10.1049/ntw2.12018

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