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Concepts for a Diagnostic Critiquing System in Vague Domains

机译:Vague域中的诊断批判系统的概念

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Since the seminal work of Perry Miller about medical critiquing systems in the eighties, there has been remarkable little further research. We present a knowledge level analysis of the types of knowledge and reasoning strategies necessary for an diagnostic critiquing system in vague domains. Instead of building a critiquing system from scratch, we investigate how to enrich a knowledge-based diagnostic system with additional knowledge for critiquing. There are three kinds of additional knowledge: 1. Knowledge for the analysis of the reliability of a diagnostic conclusion for a given case taking into account reliability and completeness of data, reliability of the diagnostic knowledge and the explanation of the diagnostic conclusion. 2. Knowledge about the importance of diagnosis (e.g. treatibility, danger, urgency), and 3. Multiple diagnostic models including partial knowledge like explicit critiquing rules or guidelines.
机译:自从佩里·米勒(Perry Miller)在八十年代对医学鉴定系统的开创性工作以来,很少有进一步的研究。我们提出了一种知识水平的分析,以及在模糊领域中进行诊断性批判系统所必需的推理策略。与其从头开始构建批判系统,不如研究如何在基于知识的诊断系统中添加更多的批判知识。共有三种附加知识:1.用于分析给定病例的诊断结论的可靠性的知识,其中要考虑到数据的可靠性和完整性,诊断知识的可靠性以及诊断结论的说明。 2.有关诊断重要性的知识(例如,可治疗性,危险性,紧急性),以及3.多种诊断模型,包括部分知识,例如明确的批判规则或指南。

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