中国血液净化

中国血液净化 ›› 2023, Vol. 22 ›› Issue (08): 633-637.doi: 10.3969/j.issn.1671-4091.2023.08.015

• 护理研究 • 上一篇    下一篇

人工智能应用于血液透析的研究趋势：基于VOSviewer的可视化分析

刘佳丽     胡申玲     周佩如     莫鸿强     黄洁微     胡  波   

  1. 广州 510632，1暨南大学护理学院
    广州 510630，暨南大学附属第一医院2肾内科 5护理部
    河源 517475，3暨南大学附属第五医院(河源市深河人民医院)健康管理中心 
    广州 510641，4华南理工大学自动化科学与工程学院

  • 收稿日期:2023-04-12 修回日期:2023-05-22 出版日期:2023-08-12 发布日期:2023-08-12
  • 通讯作者: 胡波 E-mail:42089537@qq.com
  • 基金资助:
    2022年度国家外国专家项目(G2022199014L)； 2022年暨南大学第一临床医学院护理科研专项基金(2022202)

Research trends in artificial intelligence applied to hemodialysis: visualization analysis based on VOSviewer

LIU Jia-li, HU Shen-ling, ZHOU Pei-ru, MO Hong-qiang, HUANG Jie-wei, HU Bo   

  1. School of Nursing, Jinan University, Guangzhou 510632, China; 2Department of Nephrology and 5Department of Nursing, the First Affiliated Hospital of Jinan University, Guangzhou 510630, China; 3Center for Healthcare Management, the Fifth Affiliated Hospital of Jinan University, Heyuan 517475, China; 4School of Automation Science and Engineering, South China University of Technology, Guangzhou 510641, China
  • Received:2023-04-12 Revised:2023-05-22 Online:2023-08-12 Published:2023-08-12
  • Contact: 广州 510630, 暨南大学附属第一医院2肾内科 E-mail:42089537@qq.com

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摘要： 目的  探究人工智能(artificial intelligence,AI)应用于血液透析领域的研究现状与发展趋势。 方法 检索建库至2023年3月29日Web of Science核心合集数据库中科学引文索引扩展版和社会科学引文索引收录的AI应用于血液透析领域的文献，应用文献计量学的研究方法与VOSviewer软件对国家、研究机构、期刊、作者、关键词等进行可视化分析及视图展现。 结果 共有98篇论著和5篇综述纳入分析。近20年，AI应用于血液透析领域研究产出整体呈上升趋势，发文量居首位的国家是中国(n=37)，发文量最多的机构是费森尤斯医疗(n=16)。本领域目前及未来的前沿研究趋势为血液透析结局、影响因素以及并发症预测模型。 结论 使用文献计量学与VOSviewer软件进行研究分析，可直观地展现领域内的研究现状和前沿热点，为今后进一步的研究提供参考依据。

关键词: 血液透析, 人工智能, VOSviewer, 文献计量学, 可视化分析

Abstract: Objective To investigate the current research status and development trend of artificial intelligence (AI) applied to hemodialysis.  Methods  We searched the literature in the field of AI applied to hemodialysis indexed by SCI-EXPANDED and SSCI in the Web of Science Core Collection database from the establishment of the database to March 29, 2023. We applied the bibliometric research method and VOSviewer software to visualize and present the countries, research institutions, journals, authors, and keywords.  Results  A total of 98 articles and 5 reviews were enrolled in the analysis. In the past 20 years, the application of AI to the field of hemodialysis has shown an overall and rising trend. The country with the most publications was China (n=37), and the institution with the most publications was Fresenius Medical Care (n=16). Hemodialysis outcomes, influencing factors, and complication prediction models are the current and future frontier of research trends in this field.  Conclusion Using bibliometrics and VOSviewer software for analysis can visualize the current status of research and cutting-edge hotspots in the field and provide a reference basis for further research in the future.

Key words: Hemodialysis, Artificial intelligence, VOSviewer, Bibliometrics, Visualization analysis

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