Application of Artificial Intelligence in Cardiology: A Bibliometric Analysis

Recent advancements in artificial intelligence (AI) applications in medicine have been significant over the past 30 years. To monitor current research developments, it is crucial to examine the latest trends in AI adoption across various medical fields. This bibliometric analysis focuses on AI applications in cardiology. Unlike existing literature reviews, this study specifically examines journal articles published in the last decade, sourced from both Scopus and Web of Science databases, to illustrate the recent trends in AI within cardiology. The bibliometric analysis involves a statistical and quantitative evaluation of the literature on AI application in cardiovascular medicine over a defined period. A comprehensive global literature review is conducted to identify key research areas, authors, and their interrelationships through published works. The leading institutions and most influential authors in research on the role of AI in cardiology were located in the United States, the United Kingdom, and China. This study also provides researchers with an overview of the evolution of research in AI and cardiology. The main contribution of this study is to highlight the prominent authors, countries, journals, institutions, keywords, and trends in the development of AI in cardiology.

Авторы
Sidik A.I. 1 , Komarov R.N. 2 , Gawusu S. 3 , Moomin A. 4 , Al-Ariki M.K. 5 , Elias M. 5 , Sobolev D. 6 , Karpenko I.G. 7 , Esion G. 7 , Akambase J. 8 , Dontsov V.V. 9 , Shafii M. 10 , Ahlam D. 10 , Arzouni N.W. 10
Издательство
SPRINGERNATURE
Номер выпуска
8
Язык
English
Статус
Published
Номер
e66925
Том
16
Год
2024
Организации
  • 1 RUDN Univ, Cardiothorac & Vasc Surg, Moscow, Russia
  • 2 IM Sechenov Univ Hosp, Cardiothorac Surg, Moscow, Russia
  • 3 Johns Hopkins Univ, Whiting Sch Engn, Baltimore, MD USA
  • 4 Univ Aberdeen, Rowett Inst, Aberdeen, Scotland
  • 5 RUDN Univ, Cardiothorac Surg, Moscow, Russia
  • 6 European Med Ctr, Cardiol, Moscow, Russia
  • 7 AA Vishnevsky Hosp, Cardiothorac Surg, Moscow, Russia
  • 8 Cairns Hosp, Anat, Cairns, Australia
  • 9 Moscow Reg Res & Clin Inst, Cardiothorac Surg, Moscow, Russia
  • 10 RUDN Univ, Cardiovasc Med, Moscow, Russia
Ключевые слова
machine learning; heart; deep learning; convolutional neural network; cardiology; cardiac; bibliometric analysis; artificial intelligence
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