Abdel-Basset Mohamed, Chang Victor, Nabeeh Nada A
Faculty of Computers and Informatics, Zagazig University, 44519, Sharqiyah, Egypt.
Artificial Intelligence and Information Systems Research Group, School of Computing, Engineering and Digital Technologies, Teesside University, Middlesbrough, UK.
Technol Forecast Soc Change. 2021 Feb;163:120431. doi: 10.1016/j.techfore.2020.120431. Epub 2020 Oct 29.
This paper describes a framework using disruptive technologies for COVID-19 analysis. Disruptive technologies include high-tech and emerging technologies such as AI, industry 4.0, IoT, Internet of Medical Things (IoMT), big data, virtual reality (VR), Drone technology, and Autonomous Robots, 5 G, and blockchain to offer digital transformation, research and development and service delivery. Disruptive technologies are essential for Industry 4.0 development, which can be applied to many disciplines. In this paper, we present a framework that uses disruptive technologies for COVID-19 analysis. The proposed framework restricts the spread of COVID-19 outbreaks, ensures the safety of the healthcare teams and maintains patients' physical and psychological healthcare conditions. The framework is designed to deal with the severe shortage of PPE for the medical team, reduce the massive pressure on hospitals, and track recovered patients to treat COVID-19 patients with plasma. The study provides oversight for governments on how to adopt technologies to reduce the impact of unprecedented outbreaks for COVID-19. Our work illustrates an empirical case study on the analysis of real COVID-19 patients and shows the importance of the proposed intelligent framework to limit the current outbreaks for COVID-19. The aim is to help the healthcare team make rapid decisions to treat COVID-19 patients in hospitals, home quarantine, or identifying and treating patients with typical cold or flu.
本文描述了一个使用颠覆性技术进行新冠肺炎分析的框架。颠覆性技术包括高科技和新兴技术,如人工智能、工业4.0、物联网、医疗物联网(IoMT)、大数据、虚拟现实(VR)、无人机技术、自主机器人、5G和区块链,以提供数字化转型、研发和服务交付。颠覆性技术对工业4.0发展至关重要,可应用于许多学科。在本文中,我们提出了一个使用颠覆性技术进行新冠肺炎分析的框架。所提出的框架限制新冠肺炎疫情的传播,确保医护团队的安全,并维持患者的身心健康状况。该框架旨在应对医疗团队个人防护装备的严重短缺,减轻医院的巨大压力,并追踪康复患者以便用血浆治疗新冠肺炎患者。该研究为政府提供了关于如何采用技术以减少新冠肺炎前所未有的疫情影响的监督。我们的工作展示了一个对实际新冠肺炎患者进行分析的实证案例研究,并表明了所提出的智能框架对于限制当前新冠肺炎疫情的重要性。其目的是帮助医护团队迅速做出决策,以便在医院、居家隔离中治疗新冠肺炎患者,或识别和治疗患有典型感冒或流感的患者。