Recent advancements in technology, particularly in machine learning (ML), deep learning (DL), and the metaverse, offer great potential for revolutionizing surgical science. The combination of artificial intelligence and extended reality (AI-XR) technologies has the potential to create a surgical metaverse, a virtual environment where surgeries can be planned and performed. This paper aims to provide insight into the various potential applications of an AI-XR surgical metaverse and the challenges that must be addressed to bring its full potential to fruition. It is important for the community to focus on these challenges to fully realize the potential of the AI-XR surgical metaverses. Furthermore, to emphasize the need for secure and robust AI-XR surgical metaverses and to demonstrate the real-world implications of security threats to the AI-XR surgical metaverses, we present a case study in which the ``an immersive surgical attack'' on incision point localization is performed in the context of preoperative planning in a surgical metaverse.
翻译:最近科技的进步,特别是机器学习(ML),深度学习(DL)和元宇宙技术,为外科学领域带来了革新的潜力。人工智能和扩展现实(AI-XR)技术的研究结合为手术元宇宙,即虚拟环境下计划和实施手术。本文旨在提供AI-XR手术元宇宙的各种潜在应用及其实现所需要克服的挑战的见解。重要的是专业人员需重视应对这些挑战的能力来充分发挥AI-XR 手术元宇宙的潜力。此外,为强调AI-XR 手术元宇宙的安全性和健壮性的重要性,并展示安全威胁对AI-XR 手术元宇宙的现实影响,我们提出了一个案例研究,在手术元宇宙的术前计划中执行了“侵入性手术攻击”,以诱导二次患者感染的例子。