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智能互联医疗中的趋势、技术及关键挑战

Trends, Technologies, and Key Challenges in Smart and Connected Healthcare.

作者信息

Navaz Alramzana Nujum, Serhani Mohamed Adel, El Kassabi Hadeel T, Al-Qirim Nabeel, Ismail Heba

机构信息

Department of Information Systems and SecurityCollege of Information TechnologyUnited Arab Emirates University Al Ain United Arab Emirates.

Department of Computer Science and Software EngineeringCollege of Information TechnologyUAE University Al Ain United Arab Emirates.

出版信息

IEEE Access. 2021 May 11;9:74044-74067. doi: 10.1109/ACCESS.2021.3079217. eCollection 2021.

Abstract

Cardio Vascular Diseases (CVD) is the leading cause of death globally and is increasing at an alarming rate, according to the American Heart Association's Heart Attack and Stroke Statistics-2021. This increase has been further exacerbated because of the current coronavirus (COVID-19) pandemic, thereby increasing the pressure on existing healthcare resources. Smart and Connected Health (SCH) is a viable solution for the prevalent healthcare challenges. It can reshape the course of healthcare to be more strategic, preventive, and custom-designed, making it more effective with value-added services. This research endeavors to classify state-of-the-art SCH technologies via a thorough literature review and analysis to comprehensively define SCH features and identify the enabling technology-related challenges in SCH adoption. We also propose an architectural model that captures the technological aspect of the SCH solution, its environment, and its primary involved stakeholders. It serves as a reference model for SCH acceptance and implementation. We reflected the COVID-19 case study illustrating how some countries have tackled the pandemic differently in terms of leveraging the power of different SCH technologies, such as big data, cloud computing, Internet of Things, artificial intelligence, robotics, blockchain, and mobile applications. In combating the pandemic, SCH has been used efficiently at different stages such as disease diagnosis, virus detection, individual monitoring, tracking, controlling, and resource allocation. Furthermore, this review highlights the challenges to SCH acceptance, as well as the potential research directions for better patient-centric healthcare.

摘要

根据美国心脏协会的《2021年心脏病发作和中风统计报告》,心血管疾病(CVD)是全球主要的死亡原因,且正以惊人的速度增长。由于当前的冠状病毒(COVID-19)大流行,这一增长进一步加剧,从而增加了现有医疗资源的压力。智能互联健康(SCH)是应对普遍存在的医疗挑战的一个可行解决方案。它可以重塑医疗保健的进程,使其更具战略性、预防性和定制性,通过增值服务使其更有效。本研究旨在通过全面的文献综述和分析对最先进的SCH技术进行分类,以全面定义SCH的特征,并确定在采用SCH时与使能技术相关的挑战。我们还提出了一个架构模型,该模型涵盖了SCH解决方案的技术方面、其环境及其主要涉及的利益相关者。它可作为SCH接受和实施的参考模型。我们引入了COVID-19案例研究,说明了一些国家在利用不同的SCH技术(如大数据、云计算、物联网、人工智能、机器人技术、区块链和移动应用程序)的力量方面如何以不同方式应对这一流行病。在抗击这一流行病的过程中,SCH已在疾病诊断、病毒检测、个体监测、追踪、控制和资源分配等不同阶段得到有效应用。此外,本综述强调了SCH接受方面的挑战,以及以患者为中心的更好医疗保健的潜在研究方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2d4d/8545204/116e88bd5d59/serha1-3079217.jpg

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