Atrial fibrillation detection by the combination of recurrence complex network and convolution neural network

• Main Authors: Wei, Xiaoling, Li, Jimin, Zhang, Chenghao, Liu, Ming, Xiong, Peng, Yuan, Xin, Li, Yifei, Lin, Feng, Liu, Xiuling
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Atrial Fibrillation Detection; DRNTU::Engineering::Computer science and engineering; Neural Network
• Online Access: https://hdl.handle.net/10356/90259; http://hdl.handle.net/10220/48455
• Institution: Nanyang Technological University

In this paper, R wave peak interval independent atrial fibrillation detection algorithm is proposed based on the analysis of the synchronization feature of the electrocardiogram signal by a deep neural network. Firstly, the synchronization feature of each heartbeat of the electrocardiogram signal is...