Metaverse assisted Telesurgery in Healthcare 5.0: An interplay of Blockchain and Explainable AI

Pronaya Bhattacharya, M. Obaidat, Darshan Savaliya, Sakshi Sanghavi, S. Tanwar, B. Sadoun
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引用次数: 11

Abstract

Smart healthcare has transitioned towards health-care 5.0, which allows ambient tracking of patients, emotive telemedicine, telesurgery, wellness monitoring, virtual clinics, and personalized care. Thus, the metaverse is a potential tool to leverage digital connectivity via improved healthcare experience in virtual environments. However, despite its potential benefits, patient’s sensitive information is captured, and digital avatars are created that interact with healthcare stakeholders for connected virtual care. As metaverse components are decentralized, blockchain (BC) is a potential solution to induce transparency and immutability in stored transactions on metaverse. For clinical decision support in BC-assisted metaverse enabled, Healthcare 5.0, accurate and interpretable diagnosis is critical. Thus, explainable AI (xAI) forms another critical component that provides trust in the healthcare informatics front. A dual solution of trusted informatics is possible via the interplay of BC and xAI in metaverse-enabled Healthcare 5.0. The article investigates the interplay through a proposed telesurgical scheme between patients, virtual hospitals, and doctors. Next, we discuss the potential challenges and present an experimental use-case of the benefits of our proposed architecture over traditional telesurgery systems.
医疗5.0中的虚拟辅助远程手术:区块链和可解释人工智能的相互作用
智能医疗保健已经过渡到医疗保健5.0,它允许对患者进行环境跟踪、情感远程医疗、远程外科手术、健康监测、虚拟诊所和个性化护理。因此,虚拟世界是一种潜在的工具,可以通过改善虚拟环境中的医疗保健体验来利用数字连接。然而,尽管它有潜在的好处,但患者的敏感信息被捕获,并创建与医疗保健利益相关者互动的数字化身,以实现连接的虚拟护理。由于元数据组件是分散的,区块链(BC)是一种潜在的解决方案,可以在元数据上的存储事务中引入透明度和不可变性。对于bc辅助的启用了元数据的Healthcare 5.0中的临床决策支持,准确且可解释的诊断至关重要。因此,可解释的人工智能(xAI)构成了在医疗保健信息学领域提供信任的另一个关键组件。通过BC和xAI在支持元数据的Healthcare 5.0中的相互作用,可以实现可信信息的双重解决方案。本文通过提出的远程手术方案,探讨了患者、虚拟医院和医生之间的相互作用。接下来,我们讨论了潜在的挑战,并提出了一个实验用例,说明我们提出的架构相对于传统远程手术系统的好处。
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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