This study provides a bibliometric overview of cardiovascular-related bibliometric research identified in the Scopus database using a title–abstract–keyword (TAK) search strategy. A total of 2,069 records were identified, with original articles (n = 1,130) and review papers (n = 596) representing the predominant document types. Restricting the analysis to these two categories yielded 1,726 documents, underscoring their central role in bibliometric reporting. A clear temporal growth was observed, increasing from a single publication in 1991 to 71 in 2025, with notable expansion after 2020. Authorship and institutional analyses revealed a strong concentration of contributions from China. Hu Y. was the most prolific author (13 publications), followed by Shou X. (7), while several others contributed five publications each. The China Academy of Chinese Medical Sciences (44 publications) and Beijing University of Chinese Medicine (41) were the leading institutions. China dominated global output with 229 publications, far exceeding the United States (25) and other contributing countries. Funding was primarily provided by the National Natural Science Foundation of China (84 publications). Frontiers in Cardiovascular Medicine was the leading journal (44 publications), followed by Medicine (United States) (28) and Heliyon (18). Thematically, over 300 cardiological subtopics were identified, spanning clinical areas such as heart failure, atrial fibrillation, and obesity-related cardiovascular disease, as well as emerging domains including artificial intelligence, autophagy, ferroptosis, non-coding RNAs, and digital health. Studies also addressed societal and environmental determinants such as gender disparities, air pollution, and psychosocial stress. Collectively, these findings demonstrate the accelerating adoption of bibliometric approaches in cardiovascular science and the field’s transition toward interdisciplinary, technology-integrated, and data-driven research directions.
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