He Xuefei, Peng Cheng, Xu Yingxin, Zhang Ye, Wang Zhongqing
Department of Ophthalmology, Hwa Mei Hospital, University of Chinese Academy of Sciences, Ningbo, China.
Department of Ophthalmology, The Fourth Affiliated Hospital of China Medical University, Shenyang, China.
JMIR Med Inform. 2022 Apr 21;10(4):e33842. doi: 10.2196/33842.
With the emerging information and communication technology, the field of medical informatics has dramatically evolved in health care and medicine. Thus, it is crucial to explore the global scientific research landscape on medical informatics.
This study aims to present a visual form to clarify the overall scientific research trends of medical informatics in the past decade.
A bibliometric analysis of data retrieved and extracted from the Web of Science Core Collection (WoSCC) database was performed to analyze global scientific research trends on medical informatics, including publication year, journals, authors, institutions, countries/regions, references, and keywords, from January 1, 2011, to December 31, 2020.
The data set recorded 34,742 articles related to medical informatics from WoSCC between 2011 and 2020. The annual global publications increased by 193.86% from 1987 in 2011 to 5839 in 2020. Journal of Medical Internet Research (3600 publications and 63,932 citations) was the most productive and most highly cited journal in the field of medical informatics. David W Bates (99 publications), Harvard University (1161 publications), and the United States (12,927 publications) were the most productive author, institution, and country, respectively. The co-occurrence cluster analysis of high-frequency author keywords formed 4 clusters: (1) artificial intelligence in health care and medicine; (2) mobile health; (3) implementation and evaluation of electronic health records; (4) medical informatics technology application in public health. COVID-19, which ranked third in 2020, was the emerging theme of medical informatics.
We summarize the recent advances in medical informatics in the past decade and shed light on their publication trends, influential journals, global collaboration patterns, basic knowledge, research hotspots, and theme evolution through bibliometric analysis and visualization maps. These findings will accurately and quickly grasp the research trends and provide valuable guidance for future medical informatics research.
随着信息通信技术的兴起,医学信息学领域在医疗保健和医学中发生了巨大的演变。因此,探索医学信息学的全球科学研究格局至关重要。
本研究旨在以可视化形式阐明过去十年医学信息学的整体科学研究趋势。
对从科学引文索引核心合集(WoSCC)数据库检索和提取的数据进行文献计量分析,以分析2011年1月1日至2020年12月31日期间医学信息学的全球科学研究趋势,包括出版年份、期刊、作者、机构、国家/地区、参考文献和关键词。
该数据集记录了2011年至2020年期间WoSCC中与医学信息学相关的34742篇文章。全球年度出版物从2011年的1987篇增加到2020年的5839篇,增长了193.86%。《医学互联网研究杂志》(3600篇出版物和63932次引用)是医学信息学领域产出最多且被引用次数最多的期刊。大卫·W·贝茨(99篇出版物)、哈佛大学(1161篇出版物)和美国(12927篇出版物)分别是产出最多的作者、机构和国家。高频作者关键词的共现聚类分析形成了4个聚类:(1)医疗保健和医学中的人工智能;(2)移动健康;(3)电子健康记录的实施与评估;(4)医学信息学技术在公共卫生中的应用。2020年排名第三的新型冠状病毒肺炎是医学信息学的新兴主题。
我们通过文献计量分析和可视化地图总结了过去十年医学信息学的最新进展,并阐明了其出版趋势、有影响力的期刊、全球合作模式、基础知识、研究热点和主题演变。这些发现将准确、快速地把握研究趋势,为未来的医学信息学研究提供有价值的指导。