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人工智能在整形外科学中的应用与挑战

Artificial Intelligence in Plastic Surgery: Applications and Challenges.

机构信息

17th Department of Plastic Surgery, Plastic Surgery Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, China.

State Key Laboratory of Information Photonics and Optical Communication, Beijing University of Posts and Telecommunications, Beijing, China.

出版信息

Aesthetic Plast Surg. 2021 Apr;45(2):784-790. doi: 10.1007/s00266-019-01592-2. Epub 2020 Jan 2.

Abstract

New developments in artificial intelligence (AI) offer opportunities to enhance plastic surgery practice, research, and education. In this article, we review relevant AI tools and applications, including machine learning, reinforcement learning, and natural language processing. Our own Markov decision process for keloid treatment illustrates how these models are developed and can be used to enhance decision-making in clinical practice. Finally, we discuss challenges of implementing AI and knowledge gaps that must be addressed to successfully apply AI in plastic surgery. Level of Evidence V This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

摘要

人工智能(AI)的新发展为增强整形外科学实践、研究和教育提供了机会。本文综述了相关的 AI 工具和应用,包括机器学习、强化学习和自然语言处理。我们自己的瘢痕疙瘩治疗马尔可夫决策过程说明了如何开发这些模型,并可用于增强临床实践中的决策。最后,我们讨论了实施 AI 面临的挑战和知识差距,必须解决这些问题才能成功将 AI 应用于整形外科学。证据等级 V 本刊要求作者为每篇文章指定一个证据等级。有关这些循证医学评级的完整描述,请参考目录或在线作者指南 www.springer.com/00266

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