一些人工智能工具目前可能在骨科手术和创伤学中有用。

IF 2 Q2 ORTHOPEDICS
Emerito Carlos Rodriguez-Merchan
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引用次数: 0

摘要

人工智能(AI)可以帮助诊断成人和儿童老年人的骨折、积液、脱位和局灶性骨病变,也有助于早期肿瘤发现(骨肉瘤)和机器人辅助手术。最近的一种人工智能模型[Mask R-CNN(基于区域的卷积神经网络)]已被证明可以可靠地检测儿科髋关节和关节周围感染的手术靶区,为传统方法提供了更方便、更快捷的替代方案。它可以帮助没有经验的医生进行治疗前评估,减少漏诊和误诊的风险。人工智能在骨科手术中有一些非常有趣的应用,整形外科医生应该意识到这一点,并在可能的情况下使用。尽管最近人工智能在骨科手术方面取得了一些有趣的进展,但其在临床实践中的实用性仍然非常有限。伦理问题,如人工智能决策的透明度、数据隐私以及人类直觉的潜在丧失,都不能忘记。此外,探索如何在使用人工智能时获得医护人员和患者的信任是至关重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Some artificial intelligence tools may currently be useful in orthopedic surgery and traumatology.

Artificial intelligence (AI) can help in diagnosing fractures and demonstrating effusions, dislocations, and focal bone lesions in both adult and pediatric aged individuals and also aid in early tumor discovery (bone osteosarcoma) and in robot-assisted surgery. A recent AI model [Mask R-CNN (region-based convolutional neural network)] has shown to be dependable for detecting surgical target zones in pediatric hip and periarticular infections, offering a more convenient and quicker alternative to conventional methods. It can help inexperienced physicians in pre-treatment evaluations, diminishing the risk of missed diagnosis and misdiagnosis. AI has some very interesting applications in orthopedic surgery, which orthopedic surgeons should be aware of and if possible use. Although some interesting advances have been made recently on AI in orthopedic surgery, its usefulness in clinical practice is still very limited. Ethical concerns, such as transparency in AI decision-making, data privacy, and the potential loss of human intuition cannot be forgotten. Besides, it is paramount to explore how to gain trust from both healthcare professionals and patients in the utilization of AI.

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CiteScore
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