Journal article
Enhancing Multilabel ECG Classification via Task-Guided Lead Correlations in Internet of Medical Things
Abstract
With the rise of the Internet of Things, wearable devices have enabled real-time health monitoring, particularly through physiological signals like electrocardiograms (ECG). The standard 12-lead ECG records the electrical activity of the heart from multiple perspectives, providing valuable insights into cardiac health. However, existing 12-lead ECG analysis methods often treat leads as channel-level arrangements or rely on spatial adjacency to …
Authors
Yuan X; Wang W; Chen J; Fang K; Bashir AK; Mondal T; Hu X; Deen MJ
Journal
IEEE Internet of Things Journal, Vol. 12, No. 12, pp. 20544–20555
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
January 15, 2025
DOI
10.1109/jiot.2025.3544224
ISSN
2327-4662