Sidik Abubakar I, Komarov Roman N, Gawusu Sidique, Moomin Aliu, Al-Ariki Malik K, Elias Marina, Sobolev Dmitriy, Karpenko Ivan G, Esion Grigorii, Akambase Jonas, Dontsov Vladislav V, Mohammad Shafii Abdul Majed I, Ahlam Derrar, Arzouni Naya W
Cardiothoracic and Vascular Surgery, RUDN University, Moscow, RUS.
Cardiothoracic Surgery, I. M. Sechenov University Hospital, Moscow, RUS.
Cureus. 2024 Aug 15;16(8):e66925. doi: 10.7759/cureus.66925. eCollection 2024 Aug.
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.
在过去30年里,人工智能(AI)在医学领域的应用取得了重大进展。为了监测当前的研究进展,审视人工智能在各个医学领域的最新应用趋势至关重要。这项文献计量分析聚焦于人工智能在心脏病学中的应用。与现有的文献综述不同,本研究专门考察了过去十年发表的期刊文章,这些文章来自Scopus和Web of Science数据库,以阐明心脏病学领域人工智能的最新趋势。文献计量分析涉及对特定时期内心血管医学中人工智能应用文献的统计和定量评估。通过已发表的作品进行全面的全球文献综述,以确定关键研究领域、作者及其相互关系。在人工智能在心脏病学中作用的研究方面,领先的机构和最具影响力的作者分布在美国、英国和中国。本研究还为研究人员提供了人工智能与心脏病学研究发展历程的概述。本研究的主要贡献在于突出心脏病学中人工智能发展方面的杰出作者、国家、期刊、机构、关键词和趋势。