Enhanced Classification of Heartbeat Electrocardiogram Signals Using a Long Short-Term Memory–Convolutional Neural Network Ensemble: Paving the Way for Preventive Healthcare

Enhanced Classification of Heartbeat Electrocardiogram Signals Using a Long Short-Term Memory–Convolutional Neural Network Ensemble: Paving the Way for Preventive Healthcare

In the rapidly evolving field of medical diagnosis, the accurate and prompt interpretation of heartbeat electrocardiogram (ECG) signals have become increasingly crucial. Despite the presence of recent advances, there is an exigent need to enhance the accuracy of existing methodologies, especially gi...

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Bibliographic Details
Main Authors: Njud S. Alharbi, Hadi Jahanshahi, Qijia Yao, Stelios Bekiros, Irene Moroz
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Mathematics
Subjects:
cardiovascular disease diagnosis
ensemble neural network
time series classification
convolutional neural network
recurrent neural network
Online Access:https://www.mdpi.com/2227-7390/11/18/3942

Internet

https://www.mdpi.com/2227-7390/11/18/3942

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