Automated Heartbeat Classification Exploiting Convolutional Neural Network With Channel-Wise Attention

Automated Heartbeat Classification Exploiting Convolutional Neural Network With Channel-Wise Attention

Long-term Electrocardiogram (ECG) analysis has become a common means of diagnosing cardiovascular diseases. In order to reduce the workload of cardiologists and accelerate diagnosis, an automated patient-specific heartbeat classification method based on a customized convolutional neural network (CNN...

Full description

Bibliographic Details
Main Authors: Feiteng Li, Jiaquan Wu, Menghan Jia, Zhijian Chen, Yu Pu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
electrocardiogram (ECG)
heartbeat classification
patient-specific
Online Access:https://ieeexplore.ieee.org/document/8821270/

Internet

https://ieeexplore.ieee.org/document/8821270/

Similar Items