Artificial Intelligence Technologies in the Microsurgical Operating Room (Review).

IF 1.1 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Sovremennye Tehnologii v Medicine Pub Date : 2023-01-01 Epub Date: 2023-03-29 DOI:10.17691/stm2023.15.2.08
A E Bykanov, G V Danilov, V V Kostumov, O G Pilipenko, B M Nutfullin, O A Rastvorova, D I Pitskhelauri
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Abstract

Surgery performed by a novice neurosurgeon under constant supervision of a senior surgeon with the experience of thousands of operations, able to handle any intraoperative complications and predict them in advance, and never getting tired, is currently an elusive dream, but can become a reality with the development of artificial intelligence methods. This paper has presented a review of the literature on the use of artificial intelligence technologies in the microsurgical operating room. Searching for sources was carried out in the PubMed text database of medical and biological publications. The key words used were "surgical procedures", "dexterity", "microsurgery" AND "artificial intelligence" OR "machine learning" OR "neural networks". Articles in English and Russian were considered with no limitation to publication date. The main directions of research on the use of artificial intelligence technologies in the microsurgical operating room have been highlighted. Despite the fact that in recent years machine learning has been increasingly introduced into the medical field, a small number of studies related to the problem of interest have been published, and their results have not proved to be of practical use yet. However, the social significance of this direction is an important argument for its development.

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显微外科手术室中的人工智能技术(回顾)。
由一名神经外科新手在一名拥有数千例手术经验的资深外科医生的持续监督下进行手术,能够处理任何术中并发症并提前预测,而且永不疲倦,这在目前是一个难以实现的梦想,但随着人工智能方法的发展,这将成为现实。本文对人工智能技术在显微外科手术室中的应用进行了文献综述。在 PubMed 医学和生物学出版物文本数据库中进行了资料搜索。使用的关键词是 "外科手术"、"灵巧性"、"显微外科 "和 "人工智能 "或 "机器学习 "或 "神经网络"。英文和俄文文章均在考虑之列,出版日期不限。在显微外科手术室使用人工智能技术的主要研究方向得到了强调。尽管近年来机器学习被越来越多地引入医疗领域,但与相关问题有关的研究发表的数量很少,而且其结果尚未被证明具有实际用途。不过,这一方向的社会意义是其发展的重要论据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Sovremennye Tehnologii v Medicine
Sovremennye Tehnologii v Medicine MEDICINE, RESEARCH & EXPERIMENTAL-
CiteScore
1.80
自引率
0.00%
发文量
38
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