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Intelligent context-based healthcare metadata aggregator in internet of medical things platform

机译:基于智能的上下文的医疗保健元数据聚集器在互联网上平台

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The internet of medical things (IoMT) is relatively new territory for the internet of things (IoT) platforms where we can obtain a significant amount of potential benefits in terms of smart future network computing and intelligent health-care systems. Effective utilization of the health-care data is the key factor here in achieving such potential, which can be a significant challenge as the data is extraordinarily heterogeneous and spread across different devices with different degrees of importance and authority to access it. To address this issue, in this paper, we introduce an intelligent context-based metadata aggregator in the decentralized and distributed edge-based IoMT platform with a use case of early sepsis detection using clinical data. We thoroughly discuss the various aspects of the metadata aggregator and the overall IoMT architecture. Based on the discussion, we posit that the proposed architecture could improve the overall performance and usability in the IoMT platforms in particular for different IoMT based services and applications.
机译:医疗互联网(IOMT)是关于物联网的相对较新的领土(IOT)平台,我们可以在智能未来网络计算和智能保健系统方面获得大量潜在好处。有效利用卫生保健数据是这里实现这种潜力的关键因素,这可能是一个重要的挑战,因为数据是异构的异构,并且在不同程度的重要性和权限访问它的不同设备上传播。为了解决这个问题,在本文中,我们在分散和分布的边缘的IOMT平台中引入了基于智能的上下文的元数据聚合,使用临床数据的早期败血症检测的用例。我们彻底讨论了元数据聚合器和整体IOMT架构的各个方面。基于讨论,我们对所提出的架构可以提高IOMT平台中的整体性能和可用性,特别是对于基于不同的IOMT的服务和应用。

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