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EVALUATION OF DECISION TREE USING ONTOLOGY

机译:基于本体的决策树评估

摘要

A system and method are provided for use in evaluating a clinical guideline which is represented in a machine readable version by a decision tree comprising at least one node and a decision rule associated with the node. The decision rule comprises at least one variable representing a biomedical quantity. The biomedical quantity is extracted from the patient data using an ontology which defines concepts and their relationships in a medical domain of the clinical guideline and which thereby relates the variable of the decision rule to the patient data. If said extraction is not possible, a view of the patient data is presented to the user to enable the user to determine the biomedical quantity from the view. Advantageously, the user is assisted in evaluating the clinical guideline even when it is not possible to automatically extract the biomedical quantity from the patient data.
机译:提供了一种用于评估临床指南的系统和方法,该临床指南由包括至少一个节点和与该节点相关联的决策规则的决策树以机器可读版本表示。决策规则包括至少一个代表生物医学量的变量。使用本体来从患者数据中提取生物医学量,该本体定义概念及其在临床指南的医学领域中的关系,从而将决策规则的变量与患者数据相关联。如果所述提取是不可能的,则将患者数据的视图呈现给用户以使用户能够从该视图确定生物医学量。有利地,即使不可能从患者数据中自动提取生物医学量,也可以帮助用户评估临床指南。

著录项

  • 公开/公告号US2019139647A1

    专利类型

  • 公开/公告日2019-05-09

    原文格式PDF

  • 申请/专利权人 KONINKLUKE PHILIPS N.V.;

    申请/专利号US201716300104

  • 申请日2017-06-27

  • 分类号G16H70/20;G16H50/20;G16H10/60;G06F16/31;G06F16/904;

  • 国家 US

  • 入库时间 2022-08-21 12:04:46

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