从2000年到2022年,对报告和数据系统的图书统计和可视化分析:研究情况,全球趋势和热点
Yan Wang1, Minghui Zhang1, Li Sang2
1Department of Ultrasonography, The First Affiliated Hospital of China Medical University, Shenyang, China.
Quantitative imaging in medicine and surgery
|March 28, 2024
概括
图书统计分析显示,在过去23年中,报告和数据系统 (RADS) 的全球研究趋势不断增长. 在RADS中的人工智能 (AI),特别是用于诊断,是一个新兴的研究热点.
科学领域:
- 放射学和医学成像学 医学成像学
- 圣经计量学和科学计量学
- 医疗信息学 医疗信息学
背景情况:
- 报告和数据系统 (RADS) 研究自创立以来就引起了全球的兴趣.
- 这项图书统计研究分析了近23年的RADS研究趋势.
- 这项研究旨在确定RADS当前的研究状况和未来的热点.
研究的目的:
- 对2000年至2022年全球RADS研究进行文献计量分析.
- 识别关键趋势,有影响力的出版物,机构和研究领域.
- 探索新兴的研究前沿,特别是人工智能的作用.
主要方法:
- 从科学网络 (WOS) 数据库 (2000-2022) 中对6,239篇出版物的图书统计分析.
- 使用VOSviewer,CiteSpace和"bibliometrix"R包进行视觉分析.
- 识别出版趋势,国家/机构生产力,作者影响和关键词分析.
主要成果:
- RADS出版物的持续增长趋势,自2016年以来一直在加速.
- 美国在出版物和引用方面领先;韩国和美国主导顶级机构.
- 关键的研究领域包括乳腺,前列腺,肝脏和甲状腺成像;诊断中的AI是一个新兴的热点.
结论:
- 雷达研究跨越多个身体系统,重点是乳腺,前列腺,肝脏和甲状腺.
- 人工智能 (AI) 在RADS中用于辅助诊断的应用是一个显著的新兴趋势.
- 未来的研究很可能会关注RADS.AI中的AI集成和可解释性.
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