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外科手术中人工智能的未来:一篇叙述性综述。

Future of Artificial Intelligence in Surgery: A Narrative Review.

作者信息

Amin Aamir, Cardoso Swizel Ann, Suyambu Jenisha, Abdus Saboor Hafiz, Cardoso Rayner P, Husnain Ali, Isaac Natasha Varghese, Backing Haydee, Mehmood Dalia, Mehmood Maria, Maslamani Abdalkareem Nael Jameel

机构信息

Cardiothoracic Surgery, Harefield Hospital, Guy's and St Thomas' NHS Foundation Trust, London, GBR.

Major Trauma Services, University Hospital Birmingham NHS Foundation Trust DC, Birmingham, GBR.

出版信息

Cureus. 2024 Jan 4;16(1):e51631. doi: 10.7759/cureus.51631. eCollection 2024 Jan.

Abstract

Artificial intelligence (AI) is the capability of a machine to execute cognitive processes that are typically considered to be functions of the human brain. It is the study of algorithms that enable machines to reason and perform mental tasks, including problem-solving, object and word recognition, and decision-making. Once considered science fiction, AI today is a fact and an increasingly prevalent subject in both academic and popular literature. It is expected to reshape medicine, benefiting both healthcare professionals and patients. Machine learning (ML) is a subset of AI that allows machines to learn and make predictions by recognizing patterns, thus empowering the medical team to deliver better care to patients through accurate diagnosis and treatment. ML is expanding its footprint in a variety of surgical specialties, including general surgery, ophthalmology, cardiothoracic surgery, and vascular surgery, to name a few. In recent years, we have seen AI make its way into the operating theatres. Though it has not yet been able to replace the surgeon, it has the potential to become a highly valuable surgical tool. Rest assured that the day is not far off when AI shall play a significant intraoperative role, a projection that is currently marred by safety concerns. This review aims to explore the present application of AI in various surgical disciplines and how it benefits both patients and physicians, as well as the current obstacles and limitations facing its seemingly unstoppable rise.

摘要

人工智能(AI)是指机器执行通常被认为是人类大脑功能的认知过程的能力。它是对使机器能够推理并执行心理任务的算法的研究,这些任务包括解决问题、识别物体和单词以及决策。人工智能曾经被认为是科幻小说的内容,而如今已成为现实,并且在学术文献和通俗文学中都是一个日益普遍的主题。预计它将重塑医学,使医疗保健专业人员和患者都受益。机器学习(ML)是人工智能的一个子集,它使机器能够通过识别模式来学习并进行预测,从而使医疗团队能够通过准确的诊断和治疗为患者提供更好的护理。机器学习正在扩大其在各种外科专业中的应用范围,仅举几例,包括普通外科、眼科、心胸外科和血管外科。近年来,我们已经看到人工智能进入了手术室。尽管它尚未能够取代外科医生,但它有潜力成为一种非常有价值的手术工具。请放心,人工智能在术中发挥重要作用的日子不远了,尽管目前这一预测因安全问题而受到影响。这篇综述旨在探讨人工智能在各种外科领域的当前应用,以及它如何使患者和医生都受益,以及在其看似势不可挡的发展过程中目前面临的障碍和限制。

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