ADCGNet: Attention-based dual channel Gabor network towards efficient detection and classification of electrocardiogram images

ADCGNet: Attention-based dual channel Gabor network towards efficient detection and classification of electrocardiogram images

Heart disease is a major health issue, and accurate diagnosis of irregular heartbeats and heart failure is crucial. Current diagnostic processes can be time-consuming, requiring significant effort from clinicians. An effective classifier, ADCGNet: Attention-based Dual Channel Gabor Network is propos...

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Bibliographic Details
Main Authors: Joseph Roger Arhin, Xiaoling Zhang, Kenneth Coker, Isaac Osei Agyemang, Wisdom Kwame Attipoe, Francis Sam, Isaac Adjei-Mensah, Emmanuel Agyei
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Arrhythmia
Gabor filters
Congestive heart failure
Analytic Morlet transform
Normal sinus rhythm
Electrocardiogram
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157823003178

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http://www.sciencedirect.com/science/article/pii/S1319157823003178

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