Automatic Premature Ventricular Contraction Detection Using Deep Metric Learning and KNN

Automatic Premature Ventricular Contraction Detection Using Deep Metric Learning and KNN

Premature ventricular contractions (PVCs), common in the general and patient population, are irregular heartbeats that indicate potential heart diseases. Clinically, long-term electrocardiograms (ECG) collected from the wearable device is a non-invasive and inexpensive tool widely used to diagnose P...

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Bibliographic Details
Main Authors: Junsheng Yu, Xiangqing Wang, Xiaodong Chen, Jinglin Guo
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Biosensors
Subjects:
electrocardiogram
deep metric learning
k-nearest neighbors classifier
premature ventricular contraction
Online Access:https://www.mdpi.com/2079-6374/11/3/69

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