Gulkesen Kemal Hakan, Sonuvar Esra Tokur
Fac Med, Dept Biostat & Med Informat, Akdeniz Univ, Antalya, Turkey.
Health Care Anal. 2025 May 14. doi: 10.1007/s10728-025-00519-0.
This study aims to evaluate scientific publications on "Medical Informatics" and "Data Privacy" using a bibliometric approach to identify research trends, the most studied topics, and the countries and institutions with the highest publication output. The search was carried out utilizing the WoS Clarivate Analytics tool across SCIE journals. Subsequently, text mining, keyword clustering, and data visualization were applied through the use of VOSviewer and Tableau Desktop software. Between 1975 and 2023, a total of 7,165 articles were published on the topic of data privacy. The number of articles has been increasing each year. The text mining and clustering analysis identified eight main clusters in the literature: (1) Mobile Health/Telemedicine/IOT, (2) Security/Encryption/Authentication, (3) Big Data/AI/Data Science, (4) Anonymization/Digital Phenotyping, (5) Genomics/Biobank, (6) Ethics, (7) Legal Issues, (8) Cloud Computing. On a country basis, the United States was identified as the most active country in this field, producing the most publications and receiving the highest number of citations. China, the United Kingdom, Canada, and Australia also emerged as significant countries. Among these clusters, "Mobile Health/Telemedicine/IOT," "Security/Encryption/Authentication," and "Cloud Computing" technologies stood out as the most prominent and extensively studied topics in the intersection of medical informatics and data privacy.
本研究旨在采用文献计量学方法评估关于“医学信息学”和“数据隐私”的科学出版物,以确定研究趋势、研究最多的主题以及发表量最高的国家和机构。使用科睿唯安分析工具在SCIE期刊上进行检索。随后,通过VOSviewer和Tableau Desktop软件进行文本挖掘、关键词聚类和数据可视化。1975年至2023年期间,共发表了7165篇关于数据隐私主题的文章。文章数量逐年增加。文本挖掘和聚类分析确定了文献中的八个主要聚类:(1)移动健康/远程医疗/物联网,(2)安全/加密/认证,(3)大数据/人工智能/数据科学,(4)匿名化/数字表型分析,(5)基因组学/生物样本库,(6)伦理,(7)法律问题,(8)云计算。在国家层面,美国被确定为该领域最活跃的国家,发表的文章最多,被引用次数也最高。中国、英国、加拿大和澳大利亚也成为重要国家。在这些聚类中,“移动健康/远程医疗/物联网”、“安全/加密/认证”和“云计算”技术在医学信息学和数据隐私交叉领域中成为最突出且研究最广泛的主题。