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Integration of the HL7 Standard in a Multiagent System to Support Personalized Access to e-Health Services

机译:HL7标准在多代理系统中的集成,以支持对电子医疗服务的个性化访问

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In this paper, we present a multiagent system to support patients in search of healthcare services in an e-health scenario. The proposed system is HL7-aware in that it represents both patient and service information according to the directives of HL7, the information management standard adopted in medical context. Our system builds a profile for each patient and uses it to detect Healthcare Service Providers delivering e-health services potentially capable of satisfying his needs. In order to handle this search it can exploit three different algorithms: the first, called PPB, uses only information stored in the patient profile; the second, called DS-PPB, considers both information stored in the patient profile and similarities among the e-health services delivered by the involved providers; the third, called AB, relies on {rm A}{bf^*}, a popular search algorithm in Artificial Intelligence. Our system builds also a social network of patients; once a patient submits a query and retrieves a set of services relevant to him, our system applies a spreading activation technique on this social network to find other patients who may benefit from these services.
机译:在本文中,我们提出了一种多代理系统,以支持患者在电子医疗场景中寻求医疗服务。所提出的系统可识别HL7,因为它根据HL7的指令(医疗环境中采用的信息管理标准)同时表示患者和服务信息。我们的系统为每个患者建立一个配置文件,并使用它来检测提供可能满足其需求的电子医疗服务的医疗保健服务提供商。为了处理此搜索,它可以利用三种不同的算法:第一种称为PPB,仅使用存储在患者档案中的信息;第二种称为PPB。第二种称为DS-PPB,它既考虑了存储在患者档案中的信息,又考虑了相关提供者提供的电子医疗服务之间的相似性;第三类称为AB,它依赖于{rm A} {bf ^ *},这是人工智能中流行的搜索算法。我们的系统还建立了患者的社交网络;一旦患者提交查询并检索到与其相关的一组服务,我们的系统就会在该社交网络上应用扩展激活技术,以查找可能会从这些服务中受益的其他患者。

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