Exploring the potential of artificial intelligence and machine learning in orthopaedic surgery.

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Leah J G Cohen, Jie J Yao, Claudette Lajam
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Abstract

Abstract: Artificial intelligence (AI) has emerged as one of the most transformative technological forces in modern medicine, with rapidly expanding applications throughout medicine including orthopaedic surgery. Recent advances in machine learning, deep learning, and natural language processing have accelerated the development of AI-enabled tools with direct relevance to orthopaedic practice. This review provides a basic overview of how AI works and current uses of AI in medicine and orthopaedics across multiple domains including documentation efficiency, patient communication, operating room optimization, imaging analysis, rehabilitation, education, and research, and briefly describes AI's limitations, ethical and legal concerns, and cost. These applications are all already being used in orthopaedics or have clear direct translation. AI holds considerable potential to augment orthopaedic care by streamlining workflows, enhancing decision-making, and improving patient outcomes. However, responsible integration requires rigorous validation, transparency, clinician oversight, and ongoing education. As AI adoption accelerates, orthopaedic surgeons must critically evaluate emerging technologies to ensure that.

探索人工智能和机器学习在骨科手术中的潜力。
摘要:人工智能(AI)已成为现代医学中最具变革性的技术力量之一,在包括骨科手术在内的整个医学领域的应用迅速扩大。机器学习、深度学习和自然语言处理的最新进展加速了与骨科实践直接相关的人工智能工具的发展。这篇综述提供了人工智能如何工作的基本概述,以及人工智能在医学和骨科多个领域的当前应用,包括文档效率、患者沟通、手术室优化、成像分析、康复、教育和研究,并简要描述了人工智能的局限性、伦理和法律问题以及成本。这些应用程序都已经在骨科中使用,或者有明确的直接翻译。人工智能通过简化工作流程、加强决策和改善患者预后,在增强骨科护理方面具有相当大的潜力。然而,负责任的整合需要严格的验证、透明度、临床医生监督和持续的教育。随着人工智能应用的加速,骨科医生必须严格评估新兴技术,以确保这一点。
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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