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Towards the semantic enrichment of Computer Interpretable Guidelines: a method for the identification of relevant ontological terms


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Title:
Towards the semantic enrichment of Computer Interpretable Guidelines: a method for the identification of relevant ontological terms
Authors:
Quesada-Martínez, Manuel
Marcos, Mar
Abad-Navarro, Francisco
Martínez-Salvador, Begoña
Fernández-Breis, Jesualdo Tomás
Editor:
American Medical Informatics Association
Department:
Departamentos de la UMH::Estadística, Matemáticas e Informática
Issue Date:
2018
URI:
https://hdl.handle.net/11000/39004
Abstract:
Clinical Practice Guidelines (CPGs) contain recommendations intended to optimize patient care, produced based on a systematic review of evidence. In turn, Computer-Interpretable Guidelines (CIGs) are formalized versions of CPGs for use as decision-support systems. We consider the enrichment of the CIG by means of an OWL ontology that describes the clinical domain of the CIG, which could be exploited e.g. for the interoperability with the Electronic Health Record (EHR). As a first step, in this paper we describe a method to support the development of such an ontology starting from a CIG. The method uses an alignment algorithm for the automated identification of ontological terms relevant to the clinical domain of the CIG, as well as a web platform to manually review the alignments and select the appropriate ones. Finally, we present the results of the application of the method to a small corpus of CIGs.
Notes:
PubMed - PMCID: https://pmc.ncbi.nlm.nih.gov/articles/PMC6371308/
Keywords/Subjects:
Semantic enrichment
Computer Interpretable Guidelines
Ontologies
Ontological terms
Type of document:
info:eu-repo/semantics/conferenceObject
Access rights:
info:eu-repo/semantics/openAccess
Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Published in:
AMIA Annual Symposium Proceedings (2018)
Appears in Collections:
Ponencias y comunicaciones - Estadística, Matemáticas e Informática



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