外科手术中的人工智能:进化、趋势和未来方向。

IF 12.5 2区 医学 Q1 SURGERY International journal of surgery Pub Date : 2025-02-01 DOI:10.1097/JS9.0000000000002159
Huiyang Li, Zhuoqi Han, Haixiao Wu, Elmar R Musaev, Yile Lin, Shu Li, Alexander D Makatsariya, Vladimir P Chekhonin, Wenjuan Ma, Chao Zhang
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引用次数: 0

摘要

人工智能(AI)通过提高精确度、决策和患者预后,正在显著改变外科手术。本文献计量分析考察了人工智能对外科手术的影响,突出了1998年至2024年的研究趋势、主要贡献者和演变主题。利用Web of Science核心馆藏的数据,并通过Bibliometrix工具进行分析,该研究回顾了出版趋势、作者影响、机构贡献、特定国家的研究活动和关键词频率。共检查了821篇文章,表明出版物的年增长率为14.53%,从1998年的1篇增加到2023年的328篇。有影响力的贡献者包括10,157位作者,特别是HASHIMOTO DA和ITO M.哈佛大学和斯坦福大学等著名机构以及美国和中国等主要国家在这一领域发挥了重要作用。高频关键词识别核心研究领域:外科、人工智能、分类、诊断和结果。主题演变显示了从基础概念到高级应用和跨学科合作的转变。人工智能与外科实践的整合正在彻底改变这一领域,推动了精确度、效率和患者护理的进步。该研究强调了显著的研究增长、有影响力的贡献者和主要趋势,强调了持续的跨学科合作和创新的重要性。未来的研究应侧重于增强人工智能应用,解决数据质量和安全挑战,并扩展到不同的手术环境,以进一步改善手术结果和患者护理。人工智能在外科手术中的应用是一个快速发展和有前景的创新领域,其全部潜力依赖于加强跨学科合作。
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Artificial intelligence in surgery: evolution, trends, and future directions.

Artificial intelligence (AI) is significantly transforming surgery by enhancing precision, decision-making, and patient outcomes. This bibliometric analysis examines AI's impact on surgery, highlighting research trends, key contributors, and evolving themes from 1998 to 2024. Utilizing data from the Web of Science Core Collection and analyzed through the Bibliometrix tool, the study reviews publication trends, author impact, institutional contributions, country-specific research activities, and keyword frequency. A total of 821 articles were examined, revealing a 14.53% annual growth rate in publications, increasing from one in 1998 to 328 in 2023. Influential contributors include 10 157 authors, notably HASHIMOTO DA and ITO M. Prominent institutions such as Harvard University and Stanford University, along with leading countries like the USA and China, play major roles in this field. High-frequency keywords identify core research areas: surgery, artificial intelligence, classification, diagnosis, and outcomes. Thematic evolution shows a shift from foundational concepts to advanced applications and interdisciplinary collaborations. AI integration into surgical practices is revolutionizing the field, driving advancements in precision, efficiency, and patient care. The study underscores significant research growth, influential contributors, and key trends, emphasizing the importance of continued interdisciplinary collaboration and innovation. Future research should focus on enhancing AI applications, addressing data quality and security challenges, and expanding into diverse surgical contexts to further improve surgical outcomes and patient care. AI in surgery is a rapidly evolving and promising field for innovation, with its full potential reliant on enhanced collaboration across disciplines.

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来源期刊
CiteScore
17.70
自引率
3.30%
发文量
0
审稿时长
6-12 weeks
期刊介绍: The International Journal of Surgery (IJS) has a broad scope, encompassing all surgical specialties. Its primary objective is to facilitate the exchange of crucial ideas and lines of thought between and across these specialties.By doing so, the journal aims to counter the growing trend of increasing sub-specialization, which can result in "tunnel-vision" and the isolation of significant surgical advancements within specific specialties.
期刊最新文献
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