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Integration framework of Chronic Disease management system and a recommender system in the United Arab Emirates

机译:阿拉伯联合酋长国慢性病管理系统和推荐系统的集成框架

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With the ever increase in ICT in the last decade has enabled the advancement in healthcare management systems. Recent development made it possible to remotely monitoring patients as part of attempts to build e-health systems. In this work we are proposing an integration method that combines both an eHealth management system used for diagnosing with a recommender system that provide advice to patients. The work consists of many stages including building a knowledge base system along with capturing physicians' knowledge in diagnosing different cases. This is done in order to build a robust and accurate prediction management system. This system is then integrated with a recommender system that is able to provide an accurate advice to patients. The integrated system is anticipated to provide a 24/7 access to patients as well as reducing the pressure on healthcare providers. The data used to build the system is based on data collected from the GCC region.
机译:过去十年来,随着ICT的不断增长,医疗保健管理系统得到了发展。最近的发展使得远程监控患者成为建立电子医疗系统的一部分成为可能。在这项工作中,我们提出了一种集成方法,该方法将用于诊断的eHealth管理系统与为患者提供建议的推荐系统相结合。这项工作包括多个阶段,包括建立知识库系统以及在诊断不同病例时捕获医生的知识。这样做是为了构建健壮且准确的预测管理系统。然后,该系统与推荐系统集成在一起,该推荐系统可以为患者提供准确的建议。预计该集成系统将为患者提供24/7的服务,并减轻医疗保健提供者的压力。用于构建系统的数据基于从GCC区域收集的数据。

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