Using conceptual graphs for clinical guidelines representation and knowledge visualization

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TitreUsing conceptual graphs for clinical guidelines representation and knowledge visualization
Type de publicationJournal Article
Year of Publication2014
AuteursKamsu-Foguem B, Tchuente-Foguem G, Foguem C
JournalINFORMATION SYSTEMS FRONTIERS
Volume16
Pagination571-589
Date PublishedSEP
Type of ArticleArticle
ISSN1387-3326
Mots-clésConceptual graphs, Intensive care units, Knowledge representation, Medical protocols, Visual reasoning
Résumé

The intrinsic complexity of the medical domain requires the building of some tools to assist the clinician and improve the patient's health care. Clinical practice guidelines and protocols (CGPs) are documents with the aim of guiding decisions and criteria in specific areas of healthcare and they have been represented using several languages, but these are difficult to understand without a formal background. This paper uses conceptual graph formalism to represent CGPs. The originality here is the use of a graph-based approach in which reasoning is based on graph-theory operations to support sound logical reasoning in a visual manner. It allows users to have a maximal understanding and control over each step of the knowledge reasoning process in the CGPs exploitation. The application example concentrates on a protocol for the management of adult patients with hyperosmolar hyperglycemic state in the Intensive Care Unit.

DOI10.1007/s10796-012-9360-2