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医学数字化影响的研究现状如何?一项文献计量分析。

What Is the Current Status of Research on the Impact of Digitalization in Medicine? A Bibliometric Analysis.

作者信息

Badareu Gabriela, Cârstina Silviu, Militaru Felicia, Siminică Marian Ilie, Cîrciumaru Daniel

机构信息

Department of Finance, Banking and Economic Analysis, Faculty of Economics and Business Administration, University of Craiova, 200585 Craiova, Romania.

Department of Psychiatry, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania.

出版信息

Healthcare (Basel). 2025 Jan 7;13(2):93. doi: 10.3390/healthcare13020093.


DOI:10.3390/healthcare13020093
PMID:39857120
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11764750/
Abstract

This study conducts a bibliometric analysis to map key trends in the digitalization of medicine, a rapidly evolving field that incorporates advancements such as artificial intelligence, telemedicine, and Big Data. The analysis aims to identify the most prolific authors, highly cited works, leading countries, and contributions from research institutions, while also exploring emerging trends through keyword analysis. A dataset comprising 2606 scientific papers was retrieved from the Web of Science database. The analysis was performed using bibliometric techniques and VOSviewer software to evaluate citation patterns, author productivity, country activity, and institutional contributions. The findings reveal a substantial increase in research activity on the digitalization of medicine, with notable contributions from Germany, the USA, and China. These countries host leading academic institutions actively driving the field. Keyword analysis highlights emerging trends in artificial intelligence, telemedicine, and Big Data. Extensive international collaborations further underscore the global nature of this research domain. This study provides a comprehensive overview of the evolution and current trends in the digitalization of medicine. It highlights the significant role of international collaboration and identifies key areas of development, offering valuable insights for future research directions in this dynamic sector.

摘要

本研究进行了文献计量分析,以梳理医学数字化领域的关键趋势。医学数字化是一个快速发展的领域,融合了人工智能、远程医疗和大数据等先进技术。该分析旨在确定最多产的作者、被高度引用的作品、主要国家以及研究机构的贡献,同时通过关键词分析探索新兴趋势。从科学网数据库中检索了一个包含2606篇科学论文的数据集。使用文献计量技术和VOSviewer软件进行分析,以评估引文模式、作者产出、国家活跃度和机构贡献。研究结果显示,医学数字化研究活动大幅增加,德国、美国和中国做出了显著贡献。这些国家拥有积极推动该领域发展的领先学术机构。关键词分析突出了人工智能、远程医疗和大数据方面的新兴趋势。广泛的国际合作进一步凸显了这一研究领域的全球性。本研究全面概述了医学数字化的发展历程和当前趋势。它强调了国际合作的重要作用,确定了关键发展领域,为这个充满活力的领域未来的研究方向提供了有价值的见解。

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引用本文的文献

[1]
A comparative analysis of academic citation metrics among ophthalmologists in Türkiye using dimensions and iCite databases: Trends in publication metrics, gender, subspecialty, and institution type.

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本文引用的文献

[1]
Adoption and perception of prescribable digital health applications (DiGA) and the advancing digitalization among German internal medicine physicians: a cross-sectional survey study.

BMC Health Serv Res. 2024-11-6

[2]
Evaluation of Digitalisation in Healthcare and the Quantification of the "Unmeasurable".

J Gen Intern Med. 2023-12

[3]
Digitalization of prevention and treatment and the combination of western and Chinese medicine in management of acute heart failure.

Front Cardiovasc Med. 2023-5-25

[4]
Bibliometric Analysis for Medical Research.

Indian J Psychol Med. 2023-5

[5]
Advances and opportunities in the exciting world of azobenzenes.

Nat Rev Chem. 2022-1

[6]
Digitalisation Medical Records: Improving Efficiency and Reducing Burnout in Healthcare.

Int J Environ Res Public Health. 2023-2-15

[7]
Digital health experiences reported in chronic disease management: An umbrella review of qualitative studies.

J Telemed Telecare. 2022-12

[8]
Retrieval strategy and possible explanations for the abnormal growth of research publications: re-evaluating a bibliometric analysis of climate change.

Scientometrics. 2023

[9]
Digitalization in Medicine: Are German Medical Students Well Prepared for the Future?

Int J Environ Res Public Health. 2022-7-7

[10]
Research on Digital Technology Use in Cardiology: Bibliometric Analysis.

J Med Internet Res. 2022-5-11

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