Research of multi-agent system based on CDA message structure in clinical decision support

Haifeng Chen, Liang Xiao, Zhenzhen Yan, Yiming Yang
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Abstract

Multi-Agent system is designed for distributed environment, and has been proved efficient in the making of clinical decision support. Usually, agents communicate with each other by using messages in a distributed system, hence a well formed and organized message structure might be the key point to get high quality of message transport between different agents. Clinical Document Architecture(CDA), which is a standard for clinical document information exchange, could convey more standardized clinical information to help physicians make much more accurate clinical decisions. In this paper, a document structure based on CDA is proposed as a message strcture for information exchange between different agents and it is proved flexible and efficient in the clinical information transportation and exchange. Through using the proposed message strcture, agents cooperate with each other much more efficiently, which could help doctors make much more scientific clinical decisions, reduce medical errors and then provide higer quality of heathcare.
临床决策支持中基于CDA消息结构的多智能体系统研究
多智能体系统是针对分布式环境设计的,在临床决策支持中已被证明是有效的。在分布式系统中,代理之间通常使用消息进行通信,因此,良好的消息结构和组织可能是获得高质量的不同代理之间消息传输的关键。临床文献体系结构(CDA)是一种临床文献信息交换的标准,它可以传递更加规范的临床信息,帮助医生做出更加准确的临床决策。本文提出了一种基于CDA的文档结构作为不同agent之间信息交换的消息结构,并在临床信息传输和交换中证明了该结构的灵活性和有效性。通过使用所提出的消息结构,代理之间的协作效率大大提高,可以帮助医生做出更科学的临床决策,减少医疗差错,从而提供更高质量的医疗服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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