Atrial Fibrillation Detection with Single-Lead Electrocardiogram Based on Temporal Convolutional Network–ResNet

Atrial Fibrillation Detection with Single-Lead Electrocardiogram Based on Temporal Convolutional Network–ResNet

Atrial fibrillation, one of the most common persistent cardiac arrhythmias globally, is known for its rapid and irregular atrial rhythms. This study integrates the temporal convolutional network (TCN) and residual network (ResNet) frameworks to effectively classify atrial fibrillation in single-lead...

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Bibliographic Details
Main Authors: Xiangyu Zhao, Rong Zhou, Li Ning, Qiuquan Guo, Yan Liang, Jun Yang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Sensors
Subjects:
atrial fibrillation
electrocardiogram
temporal convolutional network
residual network
Online Access:https://www.mdpi.com/1424-8220/24/2/398

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