Automatic Multi-Label ECG Classification with Category Imbalance and Cost-Sensitive Thresholding

Automatic Multi-Label ECG Classification with Category Imbalance and Cost-Sensitive Thresholding

Automatic electrocardiogram (ECG) classification is a promising technology for the early screening and follow-up management of cardiovascular diseases. It is, by nature, a multi-label classification task owing to the coexistence of different kinds of diseases, and is challenging due to the large num...

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Bibliographic Details
Main Authors: Yang Liu, Qince Li, Kuanquan Wang, Jun Liu, Runnan He, Yongfeng Yuan, Henggui Zhang
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Biosensors
Subjects:
electrocardiogram
multi-label classification
deep neural network
category correlations
category imbalance
Online Access:https://www.mdpi.com/2079-6374/11/11/453

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https://www.mdpi.com/2079-6374/11/11/453

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