reviewBioMedical Engineering OnLineFeb 23, 2025GOLD OA

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

Capital Medical University · Beijing Tongren Hospital

PubMed
Indexed incrossrefdoajpubmed

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 provides an exhaustive depiction of the current landscape across various cardiovascular ailments. Our study aspires to furnish interested readers with a comprehensive guide, thereby igniting enthusiasm for further, in-depth exploration and research in this realm.

Citation impact

50
total citations
FWCI
55.84
Percentile
100%
References
225
Citations per year

Authors

2

Topics & keywords

Keywords
  • Deep learning
  • Artificial intelligence
  • Electrocardiography
  • Computer science
  • Medicine
  • Data science
  • Categorization
  • Disease
UN Sustainable Development Goals
  • Quality Education
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