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A Scalable Clinical Intelligent Decision Support System

机译:可扩展的临床智能决策支持系统

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摘要

It is a known fact that Clinical Decision Support System (CDSS) can help to improve the quality of medical. But the existing CDSSs are mostly focused on a typical disease. Single knowledge base and limited decision support results have a heavy impact on the application of CDSS in clinical medicine. To improve the scalability of extending new diseases to the CDSS, this paper proposes a scalable architecture named Open Clinical Decision Support Platform (OCDSP) that can customize and develop CDSS for any kind of diseases. Using the tool sets of OCDSP, one can configure medical knowledge bases, workflows of clinical paths, and clinic rules. Finally, a concrete CDSS of a specific disease can be customized from OCDSP. The software architecture of OCDSP is discussed detailed. In order to validate the scalability of OCDSP, the case study of how to customize CDSS for fracture and coronary heart disease is put forward.
机译:众所周知,临床决策支持系统(CDSS)可以帮助提高医疗质量。但是现有的CDSS主要集中在典型疾病上。单一的知识库和有限的决策支持结果会对CDSS在临床医学中的应用产生重大影响。为了提高将新疾病扩展到CDSS的可扩展性,本文提出了一种可扩展的体系结构,称为开放式临床决策支持平台(OCDSP),可以为任何类型的疾病定制和开发CDSS。使用OCDSP的工具集,可以配置医学知识库,临床路径的工作流程和诊所规则。最后,可以从OCDSP定制特定疾病的具体CDSS。详细讨论了OCDSP的软件架构。为了验证OCDSP的可扩展性,提出了如何针对骨折和冠心病定制CDSS的案例研究。

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