Formalization of Medical Guidelines

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Formalization of Clinical Practice Guidelines

Clinical practice guidelines are textual recommendations based on the consensus of medical experts with the aim to solve diagnostic and therapeutic problems. For more advanced use in real medical applications it is necessary to find out mathematical models of physicians' decision-making processes. The acquisition of a formal model from text-based guidelines is a crucial point for development of...

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Tracing the Formalization Steps of Textual Guidelines

This paper presents a new guideline authoring tool, called Guideline Markup Tool (GMT). It proposes two useful features, which are missing in existing tools. First, it facilitates the translation of a free-text guideline into a formal representation, providing special XML macros. Second, it can be used to create links between the original guideline and its formal representation. Therefore, the ...

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Automatic Formalization of Clinical Practice Guidelines

Current efforts aim to incorporate knowledge from clinical practice guidelines (CPGs) into computer systems using sophisticated interchange formats. Due to their complexity, such formats require expensive manual formalization work. This paper presents a preliminary study of using natural language processing (NLP) to automatically formalize CPG recommendations. We developed a CPG representation ...

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Clinical Practice Guidelines Formalization for Personalized Medicine

Clinical guidelines are important means to improve quality of health care while limiting cost and supporting the medical staff. They are written as free text with tables and figures. Transforming them into a formal, computer-processable representation is a difficult task requiring both computer scientist skills and medical knowledge. In this paper the authors describe a CDSS designed to assist ...

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Exploiting thesauri knowledge in medical guideline formalization.

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ژورنال

عنوان ژورنال: European Journal for Biomedical Informatics

سال: 2005

ISSN: 1801-5603

DOI: 10.24105/ejbi.2005.01.1.7