中国组织工程研究 ›› 2025, Vol. 29 ›› Issue (22): 4832-4840.doi: 10.12307/2025.442

• 生物材料相关大数据分析 Big data analysis of biomaterials • 上一篇    

功能性近红外光谱技术研究的可视化分析

翟艺凡1  ,李红霞1,田水承2 ,程启威3 , 甄欣悦1   

  1. 西安科技大学,1管理学院,2安全科学与工程学院,3材料科学与工程学院,陕西省西安市   710699
  • 收稿日期:2024-04-08 接受日期:2024-06-01 出版日期:2025-08-08 发布日期:2024-12-06
  • 通讯作者: 李红霞,博士,教授,西安科技大学管理学院,陕西省西安市 710699
  • 作者简介:翟艺凡,女,1998年生,陕西省渭南市人,汉族,西安科技大学在读硕士,主要从事煤矿安全应急管理、人因工程相关研究。
  • 基金资助:
    国家社会科学基金项目(20XGL025),项目负责人:李红霞;国家自然科学基金项目(51874237,U1904210),项目负责人:田水承

Visual analysis of functional near-infrared spectroscopy research

Zhai Yifan1, Li Hongxia1, Tian Shuicheng2, Cheng Qiwei3, Zhen Xinyue1   

  1. 1School of Management, 2School of Safety Science and Engineering, 3School of Materials Science and Engineering, Xi’an University of Science and Technology, Xi’an 710699, Shaanxi Province, China
  • Received:2024-04-08 Accepted:2024-06-01 Online:2025-08-08 Published:2024-12-06
  • Contact: Li Hongxia, PhD, Professor, School of Management, Xi’an University of Science and Technology, Xi’an 710699, Shaanxi Province, China
  • About author:Zhai Yifan, Master candidate, School of Management, Xi’an University of Science and Technology, Xi’an 710699, Shaanxi Province, China
  • Supported by:
    National Social Science Fund Project, No. 20XGL025 (to LHX); National Natural Science Foundation of China, No. 51874237, U1904210 (to TSC)

摘要:


文题释义:

VOSviewer:是由荷兰莱顿大学的计量学研究所开发的一款用于可视化科学合作网络和科学文献关系的软件工具,旨在帮助研究人员更好地分析和理解不同领域的科学合作及研究成果。
功能性近红外光谱技术:是一种非侵入性的脑成像技术,其利用近红外光在组织中的穿透性,通过测量光子在组织中的散射和吸收来监测脑组织的血氧水平变化。基于光谱学原理,功能性近红外光谱技术通过检测氧合血红蛋白和脱氧血红蛋白在脑组织中的浓度变化反映大脑活动时血流和氧代谢变化情况,从而实现对脑功能活动的监测和定量分析。


背景:近年来,功能性近红外光谱技术因便携性、低成本、非侵入性和高时间分辨率的特点,在认知神经科学、临床医学和工程技术等领域展现出广泛的研究意义和应用潜力。

目的:分析近10年来功能性近红外光谱技术的研究进展、热点问题及前沿趋势。
方法:在Web of Science数据库中检索2013-01-01/2023-11-30发表的功能性近红外光谱技术相关文献,运用CiteSpace和VOSviewer软件对发文统计量、期刊、国家、机构、作者和关键词进行可视化分析。

结果与结论:共纳入2 714篇文献进行研究,近10年有关功能性近红外光谱技术的文献总量整体呈上升趋势。选择的 2 714 篇文献,来自68个国家2 400个机构的 9 171 名作者,共发表在495 种期刊上,美国和英国伦敦大学是代表性的国家和机构,Ehlis和Fallgatter是该研究领域具有影响力的2位作者,《神经影像》期刊以高引用率位居首位。功能性近红外光谱技术研究主要来自英国伦敦大学、中国北京师范大学和德国图宾根大学。使用VOSviewer 1.6.20生成的关键词共现网络图揭示了6个研究集群,通过分析各集群的具体关键词进一步把握了该领域的研究热点。关键词的突现分析揭示了研究前沿和发展趋势,为功能性近红外光谱技术未来研究方向提供了重要指导。

https://orcid.org/0009-0009-8235-8332(翟艺凡);https://orcid.org/0000-0002-6475-0906(李红霞)

中国组织工程研究杂志出版内容重点:生物材料;骨生物材料;口腔生物材料;纳米材料;缓释材料;材料相容性;组织工程

关键词: 功能性近红外光谱技术, CiteSpace, VOSviewer, 文献计量学, 知识图谱, 可视化分析

Abstract: BACKGROUND: In recent years, functional near-infrared spectroscopy has shown extensive research significance and application potential in the fields of cognitive neuroscience, clinical medicine, and engineering technology due to its portability, low cost, non-invasiveness, and high temporal resolution.
OBJECTIVE: To analyze the research progress, hot issues, and frontier trends of functional near-infrared spectroscopy in the past 10 years.
METHODS: Web of Science database was searched for articles related to functional near-infrared spectroscopy published from January 1, 2013 to November 30, 2023. CiteSpace and VOSviewer software was used to conduct a visual analysis of publication statistics, journals, countries, institutions, authors, and keywords.
RESULTS AND CONCLUSION: This article included a total of 2 714 documents, showing an overall upward trend in the volume of literature concerning functional near-infrared spectroscopy over the past decade. The 2 714 documents selected for this article were authored by 9 171 researchers from 2 400 institutions across 68 countries in 495 kinds of journals. The United States and University College London are representative countries and institutions, while Ehlis and Fallgatter are two influential authors in this research field. The journal NeuroImage ranks first with the highest citation rate. Functional near-infrared spectroscopy research primarily comes from University College London in the UK, Beijing Normal University in China, and the University of Tübingen in Germany. The keyword co-occurrence network map generated using VOSviewer 1.6.20 reveals six research clusters. By analyzing the specific keywords of each cluster, we further understand the research hotspots in this field. The burst analysis of keywords uncovers the research frontiers and development trends, providing important guidance for future research directions of functional near-infrared spectroscopy. 

Key words: functional near-infrared spectroscopy, CiteSpace, VOSviewer, bibliometrics, knowledge mapping, visual analysis

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