A novel deep neural network heartbeats classifier for heart health monitoring

A novel deep neural network heartbeats classifier for heart health monitoring

The electrocardiogram (ECG) is a very useful diagnostic tool to examine the functioning of the heart and to detect myocardial infarction (MI) and arrhythmias. It contains the records of the electrical signal of the heart and it is an investigation tool to check the heart's rhythm and thereby an...

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Bibliographic Details
Main Authors: Velagapudi Swapna Sindhu, Kavuri Jaya Lakshmi, Ameya Sanjanita Tangellamudi, K. Ghousiya Begum
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2023-01-01
Series:International Journal of Intelligent Networks
Subjects:
Convolutional neural networks
Electrocardiogram
MIT-BIH dataset
Deep learning
SMOTE
Heartbeats
Online Access:http://www.sciencedirect.com/science/article/pii/S2666603022000215

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http://www.sciencedirect.com/science/article/pii/S2666603022000215

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