A Tiny Matched Filter-Based CNN for Inter-Patient ECG Classification and Arrhythmia Detection at the Edge

A Tiny Matched Filter-Based CNN for Inter-Patient ECG Classification and Arrhythmia Detection at the Edge

Automated electrocardiogram (ECG) classification using machine learning (ML) is extensively utilized for arrhythmia detection. Contemporary ML algorithms are typically deployed on the cloud, which may not always meet the availability and privacy requirements of ECG monitoring. Edge inference is an e...

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Bibliographic Details
Main Author: Mohammed M. Farag
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
machine learning
convolutional neural network
interpretable neural network
matched filter
electrocardiogram
Online Access:https://www.mdpi.com/1424-8220/23/3/1365

Internet

https://www.mdpi.com/1424-8220/23/3/1365

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