解码人工智能对显微外科的影响:系统回顾和未来发展的六个子领域分类。

IF 1.5 Q3 SURGERY Plastic and Reconstructive Surgery Global Open Pub Date : 2024-11-20 eCollection Date: 2024-11-01 DOI:10.1097/GOX.0000000000006323
Ayush K Kapila, Letizia Georgiou, Moustapha Hamdi
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引用次数: 0

摘要

背景:人工智能(AI)在显微外科中的应用在整形和重建外科中具有巨大的潜力,有可能提高手术的精确性、计划性和患者的治疗效果。本系统性综述旨在总结有关人工智能在显微外科中应用的现有研究,并将这些研究划分为人工智能能彻底改变我们领域的子领域:根据 PRISMA(系统综述和 Meta 分析首选报告项目)指南,我们在多个数据库中采用了细致的检索策略。纳入标准包括明确讨论人工智能与显微外科实践整合的文章。我们的目的是对这些研究进行跨子领域的分析和分类,以促进未来的发展:结果:检索结果显示,共有 2377 篇文章,其中 571 篇摘要符合筛选条件。在筛选和审阅了 86 篇全文后,有 29 项研究符合纳入标准。通过详细分析,我们将人工智能在显微外科中的应用划分为 6 个子领域,包括信息和知识传递、显微外科技能培训、术前规划、术中导航辅助和自动手术工具控制、皮瓣监测以及术后患者预后预测分析。每个分主题都展示了人工智能对加强显微外科手术(从术前规划到术后恢复)的多方面影响:结论:将人工智能融入显微外科手术预示着外科创新的新曙光,尽管由于其刚刚起步和应用的多样性而需要谨慎对待。作者对人工智能在显微外科中可能发挥的作用进行了系统回顾,并提出了 6 个明确的子领域。要将人工智能成功融入我们的专业,就必须进行持续的研究、道德约束和跨学科合作。
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Decoding the Impact of AI on Microsurgery: Systematic Review and Classification of Six Subdomains for Future Development.

Background: The advent of artificial intelligence (AI) in microsurgery has tremendous potential in plastic and reconstructive surgery, with possibilities to elevate surgical precision, planning, and patient outcomes. This systematic review seeks to summarize available studies on the implementation of AI in microsurgery and classify these into subdomains where AI can revolutionize our field.

Methods: Adhering to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, a meticulous search strategy was used across multiple databases. The inclusion criteria encompassed articles that explicitly discussed AI's integration in microsurgical practices. Our aim was to analyze and classify these studies across subdomains for future development.

Results: The search yielded 2377 articles, with 571 abstracts eligible for screening. After shortlisting and reviewing 86 full-text articles, 29 studies met inclusion criteria. Detailed analysis led to the classification of 6 subdomains within AI applications in microsurgery, including information and knowledge delivery, microsurgical skills training, preoperative planning, intraoperative navigational aids and automated surgical tool control, flap monitoring, and postoperative predictive analytics for patient outcomes. Each subtheme showcased the multifaceted impact of AI on enhancing microsurgical procedures, from preoperative planning to postoperative recovery.

Conclusions: The integration of AI into microsurgery signals a new dawn of surgical innovation, albeit with the caution warranted by its nascent stage and application diversity. The authors present a systematic review and 6 clear subdomains across which AI will likely play a role within microsurgery. Continuous research, ethical diligence, and cross-disciplinary cooperation is necessary for its successful integration within our specialty.

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来源期刊
CiteScore
2.20
自引率
13.30%
发文量
1584
审稿时长
10 weeks
期刊介绍: Plastic and Reconstructive Surgery—Global Open is an open access, peer reviewed, international journal focusing on global plastic and reconstructive surgery.Plastic and Reconstructive Surgery—Global Open publishes on all areas of plastic and reconstructive surgery, including basic science/experimental studies pertinent to the field and also clinical articles on such topics as: breast reconstruction, head and neck surgery, pediatric and craniofacial surgery, hand and microsurgery, wound healing, and cosmetic and aesthetic surgery. Clinical studies, experimental articles, ideas and innovations, and techniques and case reports are all welcome article types. Manuscript submission is open to all surgeons, researchers, and other health care providers world-wide who wish to communicate their research results on topics related to plastic and reconstructive surgery. Furthermore, Plastic and Reconstructive Surgery—Global Open, a complimentary journal to Plastic and Reconstructive Surgery, provides an open access venue for the publication of those research studies sponsored by private and public funding agencies that require open access publication of study results. Its mission is to disseminate high quality, peer reviewed research in plastic and reconstructive surgery to the widest possible global audience, through an open access platform. As an open access journal, Plastic and Reconstructive Surgery—Global Open offers its content for free to any viewer. Authors of articles retain their copyright to the materials published. Additionally, Plastic and Reconstructive Surgery—Global Open provides rapid review and publication of accepted papers.
期刊最新文献
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