[人工智能医疗器械研究全球竞争格局的分析]
Juan Chen1, Lizi Pan1, Junyu Long2
1Institute of Medical Information & Library, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100020, P. R. China.
概括
医疗设备中的人工智能 (AI) 正在迅速发展,人工智能辅助成像是最发达的领域. 中国在人工智能医疗设备出版方面处于领先地位,而美国的研究影响力更高.
科学领域:
- 科学出版物的图书法分析. 科学出版物的图书法分析.
- 专注于医疗设备中的人工智能 (AI).
背景情况:
- 人工智能 (AI) 医疗设备领域正在经历指数级增长.
- 研究趋势和竞争格局需要为战略洞察提供全面的映射.
研究的目的:
- 对人工智能医疗设备的全球科学成果进行文献计量分析.
- 确定关键的研究趋势,领先的国家,机构和该领域的研究人员.
- 绘制AI在医疗器械开发中的竞争格局.
主要方法:
- 使用科学网络核心集合数据库进行图书统计分析.
- 审查到2023年底的出版数据.
- 分析国家,机构和研究人员层面的贡献和引用指标.
主要成果:
- 总共有55,147个出版物被确定,其中76.6%是在2018年至2024年之间发表的.
- 中国和美国是出版物输出的领先国家.
- 人工智能辅助的医学图像分析是最突出的研究领域,AI + 影像是最成熟的方向.
结论:
- 人工智能在医疗设备中的全球发展速度很快,特别是在成像应用中.
- 中国在出版量方面处于领先地位,而美国在研究质量和影响方面表现出更高的水平.
- 两国都举办了大量的研究活动,这表明在AI医疗器械创新方面存在激烈的竞争和合作.
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