Personal Heart Health Monitoring Based on 1D Convolutional Neural Network

Personal Heart Health Monitoring Based on 1D Convolutional Neural Network

The automated detection of suspicious anomalies in electrocardiogram (ECG) recordings allows frequent personal heart health monitoring and can drastically reduce the number of ECGs that need to be manually examined by the cardiologists, excluding those classified as normal, facilitating healthcare d...

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Bibliographic Details
Main Authors: Antonella Nannavecchia, Francesco Girardi, Pio Raffaele Fina, Michele Scalera, Giovanni Dimauro
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Journal of Imaging
Subjects:
ECG signal detection
portable monitoring devices
1D-convolutional neural network
deep learning
Online Access:https://www.mdpi.com/2313-433X/7/2/26

Internet

https://www.mdpi.com/2313-433X/7/2/26

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