A Hybrid Heartbeats Classification Approach Based on Marine Predators Algorithm and Convolution Neural Networks

A Hybrid Heartbeats Classification Approach Based on Marine Predators Algorithm and Convolution Neural Networks

The electrocardiogram (ECG) is a non-invasive tool used to diagnose various heart conditions. Arrhythmia is one of the primary causes of cardiac arrest. Early ECG beat classification plays a significant role in diagnosing life-threatening cardiac arrhythmias. However, the ECG signal is very small, t...

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Bibliographic Details
Main Authors: Essam H. Houssein, Diaa Salama Abdelminaam, Ibrahim E. Ibrahim, M. Hassaballah, Yaser M. Wazery
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Heart disorder classification
marine predators algorithm
deep neural networks
CNN
feature fusion
Online Access:https://ieeexplore.ieee.org/document/9453821/

Internet

https://ieeexplore.ieee.org/document/9453821/

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