A Cascaded Convolutional Neural Network for Assessing Signal Quality of Dynamic ECG

Motion artifacts and myoelectrical noise are common issues complicating the collection and processing of dynamic electrocardiogram (ECG) signals. Recent signal quality studies have utilized a binary classification metric in which ECG samples are determined to either be clean or noisy. However, the c...

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Bibliographic Details
Main Authors: Qifei Zhang, Lingjian Fu, Linyue Gu
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2019/7095137