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Detection of Atrial Fibrillation Using 1D Convolutional Neural Network

The automatic detection of atrial fibrillation (AF) is crucial for its association with the risk of embolic stroke. Most of the existing AF detection methods usually convert 1D time-series electrocardiogram (ECG) signal into 2D spectrogram to train a complex AF detection system, which results in hea...

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Bibliografiske detaljer
Udgivet i:Sensors (Basel)
Main Authors: Hsieh, Chaur-Heh, Li, Yan-Shuo, Hwang, Bor-Jiunn, Hsiao, Ching-Hua
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7180882/
https://ncbi.nlm.nih.gov/pubmed/32290113
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20072136
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