Feature Enrichment Based Convolutional Neural Network for Heartbeat Classification From Electrocardiogram

Feature Enrichment Based Convolutional Neural Network for Heartbeat Classification From Electrocardiogram

Correct heartbeat classification from electrocardiogram (ECG) signals is fundamental to the diagnosis of arrhythmia. The recent advancement in deep convolutional neural network (CNN) has renewed the interest in applying deep learning techniques to improve the accuracy of heartbeat classification. So...

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Bibliographic Details
Main Authors: Qingsong Xie, Shikui Tu, Guoxing Wang, Yong Lian, Lei Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Electrocardiogram
feature enrichment
short-time Fourier transform
convolutional neural network
Online Access:https://ieeexplore.ieee.org/document/8879514/

Internet

https://ieeexplore.ieee.org/document/8879514/

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