医疗物联网中的数字孪生:系统回顾

IF 3 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Md Rafiul Kabir , Fairuz Shadmani Shishir , Sumaiya Shomaji , Sandip Ray
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引用次数: 0

摘要

数字孪生技术最初标志着其在生产和工程领域的存在,随后以其开创性的应用彻底改变了医疗保健行业。其中包括创建患者和医疗设备的虚拟复制品,从而能够制定个性化的治疗计划。微计算、小型化硬件和先进的机器对机器通信的兴起为医疗物联网(IoMT)奠定了基础,通过远程监控和及时诊断显著改变了患者护理。在这些技术进步中,本文系统地回顾了数字孪生技术在医疗物联网中的集成,强调了其在促进个性化医疗和解决医疗物联网系统固有的紧迫安全挑战方面的关键作用。仅关注由物联网基础设施驱动的智能医疗系统这一不断增长的领域,我们探索了数字孪生在数字患者建模、智能医院生命周期、手术计划、医疗设备、制药行业和物联网网络基础设施中的应用,展示了它们在现代医疗保健中的变革潜力。在这些发现的基础上,我们概述了关键的技术影响和新兴趋势,强调了当前的挑战,并提出了未来的研究方向,以推进医疗物联网及其数字孪生应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital twins in healthcare IoT: A systematic review
Digital twin technology initially marked its presence in production and engineering, subsequently revolutionizing the healthcare sector with its groundbreaking applications. These include the creation of virtual replicas of patients and medical devices, enabling the formulation of personalized treatment plans. The rise of microcomputing, miniaturized hardware, and advanced machine-to-machine communications has laid the foundation for the Internet-of-Medical Things (IoMT), significantly transforming patient care through remote monitoring and timely diagnostics. Amid these technological strides, this paper offers a systematic review of digital twin technology’s integration within healthcare IoT, underlining its crucial role in promoting personalized medicine and tackling the pressing security challenges inherent in healthcare IoT systems. Focusing solely on the growing field of smart healthcare systems powered by IoT infrastructure, we explore the use of digital twins in digital patient modeling, the lifecycle of smart hospitals, surgical planning, medical devices, the pharmaceutical industry, and the IoMT cyber infrastructure, demonstrating their transformative potential in modern healthcare. Building on these findings, we outline key technical implications and emerging trends, highlight current challenges, and propose future research directions to advance healthcare IoT and its digital twin applications.
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CiteScore
4.70
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