基于CiteSpace的国内人工智能医疗器械研究的可视化分析

Visualization Analysis for Research of Domestic Artificial Intelligence Medical Device Based on CiteSpace

目的分析2000—2022年我国人工智能医疗器械研究现状,梳理我国人工智能医疗器械研究领域的演进趋势。方法搜索CNKI中人工智能医疗器械研究的相关文献,利用CiteSpace软件对所获得的文献进行科学计量和可视化分析。结果本研究共纳入有效文献7136篇。通过对发文量、发文机构、作者、关键词等元素进行分析,发现我国人工智能医疗器械研究文献年度数量趋势分为萌芽期、发展期、爆发期3个阶段,学术关注度逐年上升,发文机构从以各大高校为主转变为以医疗机构为主;该领域的研究主要围绕着专家系统、医学影像、数据挖掘、机器人、移动医疗等方向展开。结论我国人工智能医疗器械的管理和研究将逐渐发展成熟、趋于完善。

Objective To analyze the research status of artificial intelligence medical device in China from 2000 to 2022, obtainthe development trend of artificial intelligence medical device. Methods The CNKI for the artificial intelligence medical devicerelated literatures were searched and conducted scientific meteorological and visual analysis on the obtained papers using CiteSpacesoftware. Results A total of 7136 valid literatures were included in this analysis. Through the analysis of productivity, publicationorganizations, authors, keywords and other elements, it was found that the annual quantity trend of the research literatures showedinitial stage, developing stage and outbreak stage, and the academic attention increased year by year. The publishing institutionschanging from mainly universities to mainly medical institutions;researches were being focused on expert system, medical images,data mining, robots and mobile medical. Conclusion The management and research of artificial intelligence medical device willgradually mature and getting more complete.