A Novel Method to Detect Multiple Arrhythmias Based on Time-Frequency Analysis and Convolutional Neural Networks

A Novel Method to Detect Multiple Arrhythmias Based on Time-Frequency Analysis and Convolutional Neural Networks

Electrocardiogram (ECG) is an efficient and commonly used tool for detecting arrhythmias. With the development of dynamic ECG monitoring, an effective and simple algorithm is needed to deal with large quantities of ECG data. In this study, we proposed a method to detect multiple arrhythmias based on...

Full description

Bibliographic Details
Main Authors: Ziqian Wu, Tianjie Lan, Cuiwei Yang, Zhenning Nie
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Arrhythmia detection
convolutional neural networks
ECG
time-frequency analysis
Online Access:https://ieeexplore.ieee.org/document/8913462/

Internet

https://ieeexplore.ieee.org/document/8913462/

Similar Items