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February 10, 2026Psychosomatic and Integrative Research0 citations

Modern methods of functional diagnosis of cardiovascular diseases

NSN.V. SushkovaEOE.S. OlenkoIBI.S. Bartosh

Key Result

The integration of artificial intelligence and advanced imaging techniques into functional cardiac diagnostics improves the accuracy, early detection, and personalized treatment of cardiovascular diseases.

Key Points

  • The article aims to review modern functional diagnostic methods for cardiovascular diseases and their role in treatment strategies.
  • Examines established and novel methods for functional cardiac diagnostics
  • Explores the role of artificial intelligence in image analysis
  • Discusses the development of new contrast agents for enhanced accuracy
  • Highlights trends in cardiovascular diagnostics including AI integration
  • Emphasizes advancements in personalized medicine approaches
  • Illustrates the impact of functional diagnostics on prognosis and treatment

PICO

P
Population
Cardiovascular diseases
I
Intervention / Comparator
Functional diagnostic methods (AI, MRI, CT, Echocardiography)

Limitations

  • Traditional diagnostic methods often have limitations regarding sensitivity, specificity, and the ability to provide a comprehensive assessment.
  • AI technology is limited in the standardization of echocardiographic views due to the complexity and variability of cardiac structures.
  • Optical coherence tomography is limited by the influence of blood cells, which reflect the signal and reduce resolution.

Abstract

Cardiovascular diseases (CVD) remain the leading cause of mortality worldwide, necessitating continuous improvement of diagnostic methods for early detection and effective treatment. This article examines the evolving landscape of functional cardiac diagnostics, exploring both established and novel methods for assessing cardiovascular health. This review highlights emerging trends, such as the integration of artificial intelligence (AI) 1 into image analysis and the development of novel contrast agents to enhance diagnostic accuracy. It emphasizes the impact of these advancements on personalized medicine 2, enabling the development of individualized treatment strategies based on patient-specific characteristics and disease presentation. Ultimately, the aim of this article is to provide a comprehensive overview of modern methods of functional cardiac diagnostics, illustrating its crucial role in improving the diagnosis, prognosis, and treatment of CVD.

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Cite This Study

Sushkova et al. (2025) conducted a review in Cardiovascular diseases. Functional diagnostic methods (AI, MRI, CT, Echocardiography) was evaluated. The integration of artificial intelligence and advanced imaging techniques into functional cardiac diagnostics improves the accuracy, early detection, and personalized treatment of cardiovascular diseases.

synapsesocial.com/papers/698acac07c832249c30ba1d5https://doi.org/10.15275/pssr.2025.0403
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