物联网与边缘计算,老年人监控应用的最佳响应保证。案例研究

M. Ianculescu, A. Alexandru, Nicolae-Dragos Nicolau, G. Neagu, Ovidiu Bîcă
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引用次数: 6

摘要

全球人口老龄化不仅从成本相关方面给医疗保健系统带来负担,而且从老年患者的角度来看,老年患者往往在自己的健康管理、数字技能和个性化健康方案和解决方案方面占主导地位。银色数字患者可以定义为在日常活动中掌握更好的使用数字技术的能力的老年人,包括监测他们的健康状况,他们对获得最好的医疗保健服务越来越感兴趣,以尽可能地保持他们的独立性和健康。对于老年人来说,活跃、体面和安全的生活在他们自己的家里是最好的;因此,远程健康监测是消除与年龄有关的破坏性退化因素的最适当方式,同时还具有减轻老年人机构支出的重要好处。在这方面,新兴的以老年人为中心的技术有可能为构建最合适的医疗保健服务和环境提供可靠的支持。健康物联网(IoHT)是一个概念,指的是连接到互联网的各种设备,这些设备能够收集大量不同的数据,如健康或环境参数,以便对患者进行密切的远程监控,改善对其健康状况的诊断,并建立更好的预防性医疗保健。边缘计算允许在更靠近源头的地方对实时收集的数据进行预处理,从而有可能提高IoHT的性能和响应能力,这对于时间敏感的健康数据非常重要,以便识别和触发预期或反应性健康行动。本文介绍了一个案例研究-“智能环境中老年人的无创监测和健康评估(RO-SmartAgeing)”项目-评估物联网和边缘计算为监测应用带来的机会。该项目的总体目标是展示一些新兴技术的潜力,以积极转变向老年人和医疗保健提供者提供医疗保健服务的方式。根据其目前的发展状况,提出了一种基于ioht的监控应用架构和一个健康参数的数据分析演示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoHT and Edge Computing, Warrants of Optimal Responsiveness of Monitoring Applications for Seniors. A Case Study
The global ageing population puts a burden on healthcare systems not only from the point of view of cost-related aspects, but also from the senior patients' point of view who tend to be predominately empowered regarding their own health management, digitally-skilled and demanding for personalized health protocols and solutions. Silver Digital Patients can be defined as seniors that master improved abilities of using digital technology in their daily activities, including in monitoring their health, who prove increased interest in having access to the best healthcare to preserve as much as possible their independence and health. An active, decent and safe life for seniors is at its best in their own homes; therefore, a remote health monitoring represents the most appropriate way to smooth the disruptive degenerative age-related factors, together with the important benefit of relieving the expenditures for senior institutionalizations. In this respect, emerging senior-centered technologies have the potential to provide a reliable support for building the most appropriate healthcare provision and environment. Internet of Health Things (IoHT) is a concept for a great variety of devices connected to the Internet that are able to gather a huge amount of diverse data - like health or environmental parameters - in order to keep a close remote watch on the patient, to improve the diagnose of his/her health status and to establish a better preventative healthcare. Edge computing brings the potential of improving the performance and responsiveness of IoHT by allowing the real-time collected data to be pre-processed closer to the source, which can be extremely important for time-sensitive health data in order to identify and trigger anticipatory or reactive health actions. This paper presents a case study -" Non-invasive monitoring and health assessment of the elderly in a smart environment (RO-SmartAgeing)" project - that evaluates the opportunities brought by IoHT and edge computing for a monitoring application. The general objective of this project is to demonstrate the potential of some emerging technology for the positive transformation of how healthcare services are provided to the seniors and to healthcare provider. According to its current development state, a proposed IoHT-based architecture of the monitoring application and a data analytics demo for a health parameter is presented.
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