Atrial Fibrillation Beat Identification Using the Combination of Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks

Atrial fibrillation (AF) is a serious cardiovascular disease with the phenomenon of beating irregularly. It is the major cause of variety of heart diseases, such as myocardial infarction. Automatic AF beat detection is still a challenging task which needs further exploration. A new framework, which...

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Bibliographic Details
Main Authors: Xiaoyan Xu, Shoushui Wei, Caiyun Ma, Kan Luo, Li Zhang, Chengyu Liu
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:Journal of Healthcare Engineering
Online Access:http://dx.doi.org/10.1155/2018/2102918