Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification

Convolution Neural Network Bidirectional Long Short-Term Memory for Heartbeat Arrhythmia Classification

Abstract Arrhythmia is a heart condition that poses a severe threat to life and requires prompt medical attention. One of the challenges in detecting arrhythmias accurately is that incorrect diagnoses can have severe consequences. In light of this, it is critical to develop a solution that is both e...

Full description

Bibliographic Details
Main Authors: Rami S. Alkhawaldeh, Bilal Al-Ahmad, Amel Ksibi, Nazeeh Ghatasheh, Evon M. Abu-Taieh, Ghadah Aldehim, Manel Ayadi, Samar M. Alkhawaldeh
Format: Article
Language:English
Published: Springer 2023-12-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Arrhythmia
Deep residual convolution neural network
Bidirectional long short-term memory
Electrocardiogram
Transfer learning
Online Access:https://doi.org/10.1007/s44196-023-00374-8

Internet

https://doi.org/10.1007/s44196-023-00374-8

Similar Items