Electrocardiogram Classification Based on Faster Regions with Convolutional Neural Network

Electrocardiogram Classification Based on Faster Regions with Convolutional Neural Network

The classification of electrocardiograms (ECG) plays an important role in the clinical diagnosis of heart disease. This paper proposes an effective system development and implementation for ECG classification based on faster regions with a convolutional neural network (Faster R-CNN) algorithm. The o...

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Bibliographic Details
Main Authors: Yinsheng Ji, Sen Zhang, Wendong Xiao
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Sensors
Subjects:
electrocardiogram
electrocardiogram preconditioning
deep learning
convolutional neural network
automatic classification
Online Access:https://www.mdpi.com/1424-8220/19/11/2558

Internet

https://www.mdpi.com/1424-8220/19/11/2558

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