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医学成像中碘化造影剂的全球研究热点与趋势:文献计量学与可视化分析

Global research hotspots and trends of iodinated contrast agents in medical imaging: a bibliometric and visualization analysis.

作者信息

Liu Yun, Dong Yonghai, Xie Fei

机构信息

Department of Imaging, Jiangxi Provincial People's Hospital (The First Affiliated Hospital of Nanchang Medical College), Nanchang, Jiangxi, China.

Jiangxi Provincial Key Laboratory of Major Epidemics Prevention and Control, Young Scientific Research and Innovation Team, Jiangxi Provincial Center for Disease Control and Prevention, Nanchang, Jiangxi, China.

出版信息

Front Med (Lausanne). 2024 Nov 22;11:1506634. doi: 10.3389/fmed.2024.1506634. eCollection 2024.

Abstract

OBJECTIVE

This study employs bibliometric methods to explore the global research dynamics of iodine contrast agents in medical imaging. Through the visualization of knowledge maps, it presents research progress and reveals the research directions, hotspots, trends, and frontiers in this field.

METHODS

Using Web of Science Core Collection database, CiteSpace and VOSviewer were employed to conduct a visual analysis of the global application of iodine contrast agents in medical imaging over the past four decades. The analysis focused on annual publication volume, collaboration networks, citation characteristics, and keywords.

RESULTS

A total of 3,775 studies on the application of iodine contrast agents in medical imaging were included. The earliest paper was published in 1977, with a slight increase in publications from 1991 to 2004, followed by a significant rise after 2005. The United States emerged as the leading country in publication volume. Harvard University was identified as a globally influential institution with 126 publications. Although a large author collaboration cluster and several smaller ones were formed, most collaborations between authors were relatively weak, with no high-density integrated academic network yet established. Pietsch Hubertus was the most prolific author, while Bae KT was the most highly co-cited author. The most highly cited journal was Radiology, with 2,384 citations. Co-occurrence analysis revealed that the top three keywords by frequency were "agent," "CT," and "image quality." Keyword clustering analysis showed that the top three clusters were "gadolinium," "gold nanoparticles," and "image quality." The timeline analysis indicated that clusters such as "gadolinium," "gold nanoparticles," "image quality," and "material decomposition" exhibited strong temporal continuity, while the keyword with the highest burst value was "digital subtraction angiography" (19.38). Burst term trend analysis suggested that recent research has been focusing on areas like "deep learning," "risk," "radiation dosage," and "iodine quantification."

CONCLUSION

This study is the first to systematically reveal the global trends, hotspots, frontiers, and development dynamics of iodine contrast agents in medical imaging through the use of CiteSpace and VOSviewer. It provides a novel perspective for understanding the role of iodine contrast agents in imaging and offers valuable insights for advancing global research in medical imaging.

摘要

目的

本研究采用文献计量学方法探讨医学影像中碘造影剂的全球研究动态。通过知识图谱可视化,呈现研究进展,揭示该领域的研究方向、热点、趋势和前沿。

方法

利用Web of Science核心合集数据库,采用CiteSpace和VOSviewer对过去四十年来碘造影剂在医学影像中的全球应用进行可视化分析。分析重点包括年度发表量、合作网络、引用特征和关键词。

结果

共纳入3775项关于碘造影剂在医学影像中应用的研究。最早的论文发表于1977年,1991年至2004年发表量略有增加,2005年后显著上升。美国成为发表量领先的国家。哈佛大学被确定为具有全球影响力的机构,发表论文126篇。虽然形成了一个大的作者合作集群和几个较小的集群,但作者之间的大多数合作相对较弱,尚未建立高密度的综合学术网络。Pietsch Hubertus是发文量最多的作者,而Bae KT是被引频次最高的作者。被引频次最高的期刊是《放射学》,被引2384次。共现分析显示,频次排名前三的关键词是“造影剂”“CT”和“图像质量”。关键词聚类分析表明,排名前三的聚类是“钆”“金纳米颗粒”和“图像质量”。时间线分析表明,“钆”“金纳米颗粒”“图像质量”和“物质分解”等聚类表现出很强的时间连续性,而爆发值最高的关键词是“数字减影血管造影”(19.38)。突发词趋势分析表明,近期研究一直聚焦于“深度学习”“风险”“辐射剂量”和“碘定量”等领域。

结论

本研究首次通过使用CiteSpace和VOSviewer系统地揭示了医学影像中碘造影剂的全球趋势、热点、前沿和发展动态。它为理解碘造影剂在成像中的作用提供了新的视角,并为推动全球医学影像研究提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/03f2/11620865/956c3807af6f/fmed-11-1506634-g001.jpg

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