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Visualization analysis of research hotspots based on CiteSpace II: taking medical devices as an example

机译:基于CiteSpace II的研究热点的可视化分析:以医疗设备为例

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摘要

Biomedical engineering has been one of the hottest fields in biology and engineering. As an important branch, the medical device has achieved significant progress in the past decades. As a useful method in evaluative bibliometrics, mapping knowledge has been used to explore the trend of one field. In the present study, we retrieve literatures about the medical device from the Web of Science™ (2004–2013), and acquire 26,793 related records, then analyze time range, region distribution, and main research directions of the literatures, and try to use keywords combined with mapping knowledge to explore the main trends of the medical device, and then aim to provide more information for medical device research. Through the study, we discover: 1) the publications regarding medical devices show an upward trend over the past decade in general; 2) the percentage of publications in the USA (38.49%) is the highest all over the world; 3) engineering (20.64%) is the hottest research direction, and takes up about one-fifth of the total publications; 4) the Journal of the American Medical Association and The New England Journal of Medicine are among the two journals that are the most highly cited, followed by Science and The Lancet; and 5) keywords of the medical device include in vitro, quality-of-life, outcomes, management, mortality, depression, and so on. With the help of mapping knowledge, we dig out some hot topics of medical devices and provide more information through trend analysis, and we discover that our findings are related to previous research and further research can enlarge the number of records and optimize the algorithm. We provide a systematic approach for researchers to keep abreast of the development and state of the research of medical devices.
机译:生物医学工程一直是生物学和工程学中最热门的领域之一。作为重要的分支,医疗器械在过去的几十年中取得了重大进展。作为评估文献计量学中的一种有用方法,已将制图知识用于探索一个领域的趋势。在本研究中,我们从Web of Science™(2004-2013年)中检索有关医疗设备的文献,并获得26,793条相关记录,然后分析这些文献的时间范围,区域分布和主要研究方向,并尝试使用关键字与映射知识相结合,以探索医疗器械的主要趋势,然后旨在为医疗器械研究提供更多信息。通过该研究,我们发现:1)有关医疗器械的出版物在过去十年中总体上呈上升趋势; 2)美国的出版比例(38.49%)是全世界最高的; 3)工程学(20.64%)是最热门的研究方向,约占出版物总数的五分之一; 4)《美国医学会杂志》和《新英格兰医学杂志》是被引用最多的两本杂志,其次是《科学》和《柳叶刀》; 5)医疗设备的关键字包括体外,生活质量,结果,治疗,死亡率,抑郁症等。借助映射知识,我们挖掘了医疗设备的一些热门话题,并通过趋势分析提供了更多信息,我们发现我们的发现与先前的研究有关,进一步的研究可以扩大记录数量并优化算法。我们为研究人员提供了一种系统的方法,以跟上医疗器械的发展和现状。

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