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Author Spotlight: Segmentation and VR for Advanced Neurovascular Interventions
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手术中的人工智能:演变,趋势和未来的方向

Huiyang Li1,2, Zhuoqi Han3, Haixiao Wu2,4

  • 1Department of Gynecology and Obstetrics, Tianjin Medical University General Hospital, Tianjin, China.

International journal of surgery (London, England)
|December 18, 2024
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人工智能 (AI) 正通过提高精度和患者的治疗结果来彻底改变外科手术. 这一分析揭示了人工智能在手术研究中的显著增长,其中主要的贡献者和不断变化的主题推动了创新.

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科学领域:

  • 医疗信息学 医疗信息学
  • 手术技术 手术技术
  • 图书统计学 图书统计学

背景情况:

  • 人工智能 (AI) 越来越多地被整合到手术实践中.
  • 人工智能提高了手术精度,决策和患者的治疗结果.
  • 了解AI在外科手术中的研究环境对于未来的发展至关重要.

研究的目的:

  • 为了对人工智能对外科手术的影响进行文献分析.
  • 确定研究趋势,关键贡献者和从1998年到2024年的不断发展的主题.
  • 突出AI在外科研究中的增长和跨学科性质.

主要方法:

  • 从科学网络核心收藏 (1998-2024) 中对821篇文章进行了图书统计分析.
  • 使用Bibliometrix工具进行数据分析.
  • 检查了出版趋势,作者和机构影响,国家贡献和关键词频率.

主要成果:

  • 出版物的年度增长率为14.53%,从1998年的1个出版物增长到2023年的328个出版物.
  • 确定了主要贡献者 (例如,HASHIMOTO DA, ITO M) 和领先的机构 (哈佛,斯坦福) 和国家 (美国,中国).
  • 核心研究领域包括手术,人工智能,分类,诊断和结果,主题转向高级应用.

结论:

  • 人工智能集成正在彻底改变外科手术,提高精度,效率和患者护理.
  • 持续的跨学科合作和创新对于在外科手术中推进人工智能至关重要.
  • 未来的研究应该专注于人工智能应用增强,数据挑战和各种手术背景.