前段光学连贯断层扫描在青光眼中的应用:20年图书统计分析
Yijia Huang1,2, Di Gong1,2, Kuanrong Dang1,2
1Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China.
PeerJ
|December 2, 2024
概括
本文献分析揭示了对前段光学连贯性断层扫描 (AS-OCT) 青光眼的20年研究激增. 人工智能,特别是深度学习,现在是自动检测和管理的重点.
科学领域:
- 眼科医生 眼科 眼科
- 生物医学工程 生物医学工程
- 医疗成像医学成像
背景情况:
- 在过去的二十年中,前段光学连贯性断层扫描 (AS-OCT) 在青光眼研究中获得了显著的引力.
- 缺乏全面的文献计量分析来绘制研究格局并确定关键趋势.
研究的目的:
- 探索研究热点和应用AS-OCT的趋势,用圣经识别方法对玻璃眼的应用.
- 分析出版成果,主要贡献者,以及该领域新兴的研究前沿.
主要方法:
- 在SCI数据库中对2004-2023年的文献进行了图书统计分析.
- 使用了Bibliometric,VOS查看器和Cite Space软件来分析文档数量,国家,机构,期刊,作者,参考文献和关键词.
- 确定了最受引用的期刊,多产的作者和关键的研究集群.
主要成果:
- 共有931篇文章发表,显示了年度研究成果的持续增长.
- 美国,中国和新加坡在出版方面领先,与国际合作密切.
- 自2018年以来,深度学习和人工智能已成为核心研究主题,重点转移到自动检测和管理眼指标.
结论:
- 20多年来,对青光眼AS-OCT的研究显著扩大,并向人工智能驱动的方法显著转变.
- 美国是主要的贡献者,深度学习代表了AS-OCT玻璃眼研究的主要前沿.
- 未来的研究很可能会专注于使用人工智能的自动检测,分类,进展监测和管理策略.
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