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Edge cognitive computing based smart healthcare system

机译:基于边缘认知计算的智能医疗系统

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摘要

With the rapid development of medical and computer technologies, the healthcare system has seen a surge of interest from both the academia and industry. However, most healthcare systems fail to consider the emergency situations of patients, and are unable to provide a personalized resource service for special users. To address this issue, in this paper, we propose the Edge-Cognitive-Computing-based (ECC-based) smart-healthcare system. This system is able to monitor and analyze the physical health of users using cognitive computing. It also adjusts the computing resource allocation of the whole edge computing network comprehensively according to the health-risk grade of each user. The experiments show that the ECC-based healthcare system provides a better user experience and optimizes the computing resources reasonably, as well as significantly improving in the survival rates of patients in a sudden emergency.
机译:随着医疗和计算机技术的飞速发展,医疗保健系统引起了学术界和行业的极大关注。但是,大多数医疗保健系统无法考虑患者的紧急情况,并且无法为特殊用户提供个性化的资源服务。为了解决这个问题,在本文中,我们提出了一种基于边缘认知计算(ECC)的智能医疗系统。该系统能够使用认知计算来监视和分析用户的身体健康。它还根据每个用户的健康风险等级,全面调整整个边缘计算网络的计算资源分配。实验表明,基于ECC的医疗系统提供了更好的用户体验,合理地优化了计算资源,并显着提高了突发紧急情况下患者的生存率。

著录项

  • 来源
    《Future generation computer systems》 |2018年第9期|403-411|共9页
  • 作者单位

    School of Computer Science and Technology, Huazhong University of Science and Technology;

    School of Computer Science and Technology, Huazhong University of Science and Technology;

    School of Computer Science and Technology, Huazhong University of Science and Technology;

    School of Computer Science and Technology, Huazhong University of Science and Technology;

    Faculty of Electrical Engineering, University of Ljubljana;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cognitive computing; Edge computing; Healthcare system;

    机译:认知计算边缘计算卫生保健系统;

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