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Supporting the Refinement of Clinical Process Models to Computer-Interpretable Guideline Models

机译:支持将临床过程模型细化为计算机可解释的指导模型

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摘要

Clinical guidelines contain recommendations on the appropriate management of patients with specific clinical conditions. A prerequisite for using clinical guidelines in information systems is to encode them in a Computer-Interpretable Guideline (CIG) language. However, this is a difficult and demanding task, usually done by IT staff. The goal of the paper is to facilitate the encoding of clinical guidelines in CIG languages, while increasing the involvement of clinicians. To achieve this, it is proposed to support the refinement of guideline processes from a preliminary specification in a business process language to a detailed implementation in one of the available CIG languages. The approach relies on the use of the Business Process Model and Notation (BPMN) for the specification level, a CIG language for the implementation level, and on algorithms to semi-automatically transform guideline models in BPMN into the CIG language of choice. As a first step towards the implementation of the approach, in this work algorithms are implemented to transform a BPMN specification of clinical processes into the PRO-forma CIG language, and are successfully applied to several clinical guidelines.
机译:临床指南包含有关对具有特定临床状况的患者进行适当治疗的建议。在信息系统中使用临床指南的先决条件是以计算机可解释指南(CIG)语言对它们进行编码。但是,这是一项艰巨而艰巨的任务,通常由IT人员完成。本文的目的是促进以CIG语言编码临床指南,同时增加临床医生的参与度。为了实现这一点,建议支持从业务流程语言的初步规范到可用CIG语言之一的详细实现的指南流程的改进。该方法依赖于规范级别的业务流程模型和表示法(BPMN)的使用,实现级别的CIG语言的使用以及将BPMN中的准则模型半自动转换为所选CIG语言的算法。作为实现该方法的第一步,在这项工作中,算法被实施以将临床过程的BPMN规范转换为PRO形式的CIG语言,并成功地应用于几种临床指南。

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