Identification of Transient Noise to Reduce False Detections in Screening for Atrial Fibrillation

Identification of Transient Noise to Reduce False Detections in Screening for Atrial Fibrillation

Screening for atrial fibrillation (AF) with a handheld device for recording the ECG is becoming increasingly popular. The poorer signal quality of such ECGs may lead to false detection of AF, often caused by transient noise. Consequently, the need for expert review in AF screening can become extensi...

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Bibliographic Details
Main Authors: Hesam Halvaei, Emma Svennberg, Leif Sörnmo, Martin Stridh
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Physiology
Subjects:
short-term ECG signals
transient noise
signal quality
handheld devices
mass screening
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2021.672875/full

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2021.672875/full

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