Deep learning and electrocardiography: systematic review of current techniques in cardiovascular disease diagnosis and management

Abstract This paper reviews the recent advancements in the application of deep learning combined with electrocardiography (ECG) within the domain of cardiovascular diseases, systematically examining 198 high-quality publications. Through meticulous categorization and hierarchical segmentation, it pr...

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Bibliographic Details
Main Authors: Zhenyan Wu, Caixia Guo
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BioMedical Engineering OnLine
Online Access:https://doi.org/10.1186/s12938-025-01349-w