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IoT-based decision support system for intelligent healthcare — applied to cardiovascular diseases

机译:基于物联网的智能医疗决策支持系统-适用于心血管疾病

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Internet of Things (IoT) has been one of the revolutionary technologies in recent times, which has catalyzed the paradigm shift in traditional healthcare methods. Thanks to the concept of seamless data exchange between connected devices followed by efficient data analytics, IoT-based eHealth strives to cater intelligent and personalized healthcare services. This paper is focused on the aspects of IoT and decision support systems to proffer preventive and intelligent healthcare. The objective of this work is two-fold - to design the components of an IoT-healthcare platform and decision support system, satisfying the goals of an efficient technology-led healthcare system, and to illustrate the same by applying to cardiovascular diseases and ascertain the risk groups from a sample set of people. Especially, to determine the risk groups from a sample set of people in terms of cardiovascular disease, this system has been used. The risk groups were identified based on their possibility of having a cardiovascular disease. Such a system offers a common platform for all the stakeholders of healthcare and can be extended in other domains too as it works efficiently in predicting diseases, using the decision support system.
机译:物联网(IoT)是近来的革命性技术之一,它催化了传统医疗保健方法的范式转变。得益于互连设备之间无缝数据交换以及高效数据分析的概念,基于物联网的eHealth致力于满足智能化和个性化医疗保健服务的需求。本文着重于提供预防和智能医疗保健的物联网和决策支持系统方面。这项工作的目的是双重的-设计IoT-医疗保健平台和决策支持系统的组件,满足高效技术主导的医疗保健系统的目标,并通过将其应用于心血管疾病并确定样本人群中的高风险人群。尤其是,为了从一组样本人群中确定心血管疾病的风险类别,已使用了该系统。根据其罹患心血管疾病的可能性来识别风险人群。这样的系统为所有医疗保健利益相关者提供了一个通用平台,并且可以使用决策支持系统有效地预测疾病,因此可以扩展到其他领域。

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