Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals

Deep Learning Algorithm Classifies Heartbeat Events Based on Electrocardiogram Signals

Cardiovascular diseases (CVDs) have become the number 1 threat to human health. Their numerous complications mean that many countries remain unable to prevent the rapid growth of such diseases, although significant health resources have been invested toward their prevention and management. Electroca...

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Bibliographic Details
Main Authors: Yongbo Liang, Shimin Yin, Qunfeng Tang, Zhenyu Zheng, Mohamed Elgendi, Zhencheng Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Physiology
Subjects:
digital health
digital medicine
data science
arrhythmia detection
BiLSTM neural network
CNN – convolutional neural network
Online Access:https://www.frontiersin.org/article/10.3389/fphys.2020.569050/full

Internet

https://www.frontiersin.org/article/10.3389/fphys.2020.569050/full

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