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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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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Hsieh, Chaur-Heh, Li, Yan-Shuo, Hwang, Bor-Jiunn, Hsiao, Ching-Hua
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha: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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