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Deep Learning Modeling of Cardiac Arrhythmia Classification on Information Feature Fusion Image with Attention Mechanism

The electrocardiogram (ECG) is a crucial tool for assessing cardiac health in humans. Aiming to enhance the accuracy of ECG signal classification, a novel approach is proposed based on relative position matrix and deep learning network information features for the classification task in this paper....

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Detalles Bibliográficos
Autores principales: Zhang, Mingming, Jin, Huiyuan, Zheng, Bin, Luo, Wenbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10527647/
https://www.ncbi.nlm.nih.gov/pubmed/37761563
http://dx.doi.org/10.3390/e25091264