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November 14, 2025BioengineeringOpen Access

Systematic Review of Artificial Intelligence and Electrocardiography for Cardiovascular Disease Diagnosis

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Authors

HVHernando VelandiaAPAldo PardoMVMaría Isabel Vera

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Overview

Systematic review demonstrates AI improves diagnosis of cardiovascular disease, suggesting benefits in heart failure and real-time monitoring.

Key Points

  • This review assesses the role of artificial intelligence in electrocardiography for cardiovascular disease diagnosis.
  • Systematic review of over 100 studies from 2019 to 2025
  • Classification of AI applications by disease type and model architecture
  • Discussion of methodological innovations and performance metrics
  • AI models outperform traditional methods in CVD detection
  • Significant improvements in detecting subclinical conditions
  • Challenges include demographic bias and regulatory hurdles

Cite This Study

Velandia et al. (2025) studied this question.

synapsesocial.com/papers/69251999c0ce034ddc353a9fhttps://doi.org/10.3390/bioengineering12111248
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Systematic Review of Artificial Intelligence and Electrocardiography for Cardiovascular Disease Diagnosis2025 · 13 citations
  2. 2Advances in artificial intelligence techniques for diagnosis of cardiac diseases2026
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  4. 4An Artificial Intelligence Analysis of Electrocardiograms for the Clinical Diagnosis of Cardiovascular Diseases: A Narrative Review2024 · 38 citations
  5. 5Artificial intelligence in electrocardiogram interpretation for cardiovascular diagnosis and risk prediction: a systematic review of evidence through May 20262026