Multi-Label Diagnosis of Arrhythmias Based on a Modified Two-Category Cross-Entropy Loss Function

Multi-Label Diagnosis of Arrhythmias Based on a Modified Two-Category Cross-Entropy Loss Function

The 12-lead resting electrocardiogram (ECG) is commonly used in hospitals to assess heart health. The ECG can reflect a variety of cardiac abnormalities, requiring multi-label classification. However, the diagnosis results in previous studies have been imprecise. For example, in some previous studie...

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Bibliographic Details
Main Authors: Junjiang Zhu, Cheng Ma, Yihui Zhang, Hao Huang, Dongdong Kong, Wangjin Ni
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Electronics
Subjects:
multi-label diagnosis
deep learning
cross-entropy loss function
Online Access:https://www.mdpi.com/2079-9292/12/24/4976

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