对人工智能在医学领域的进步进行了参考文献分析
Mian Lin1, Lingzhi Lin1, Lingling Lin2
1Department of Orthopedics, The Third Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Frontiers in medicine
|March 10, 2025
概括
图书统计分析显示,医学领域的人工智能 (AI) 正在快速增长,美国是研究的领导者. 关键领域包括数字健康,精准医学和公共卫生,其中"结果"和"风险"成为未来研究趋势.
科学领域:
- 医疗信息学 医疗信息学
- 医疗保健中的人工智能
- 图书统计分析 图书统计分析
背景情况:
- 人工智能 (AI) 正在改变医学,影响医疗保健和患者的治疗结果.
- 在医学发展,研究重点和关键贡献者中对AI的全面理解至关重要.
研究的目的:
- 进行对AI在医学研究中的文献分析.
- 确定当前的趋势,关键参与者和医学AI的新兴研究领域.
主要方法:
- 从2019年1月到2023年12月的出版物的文献综述来自Web of Science核心集合.
- 使用VOSviewer和R-bibliometrix进行图书识别分析和网络可视化.
主要成果:
- 来自97个国家的1811个出版物,美国是主要的生产国.
- 哈佛医学院和医学互联网研究杂志分别是著名的机构和期刊.
- 确定了四个关键词集群:数字健康,COVID-19/ChatGPT,精准医学和公共卫生流行病学,其中包括"结果"和"风险"的趋势.
结论:
- 图书统计分析提供了对AI在医学中的进展,重点领域和新兴领域的见解.
- 该领域自2019年以来呈现出快速增长,鉴定出的趋势表明了未来的研究方向.
- 这项研究为研究人员提供了有关医疗人工智能的当前景观,合作和关键话题的宝贵见解.
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