Using OWL ontologies for clinical guidelines based comorbid decision support

Samina Abidi, Jafna Cox, S. Sibte Raza Abidi, Michael Shepherd

Résultat de recherche: Conference contribution

12 Citations (Scopus)

Résumé

In this paper we present an ontology-based clinical decision-support framework for handling comorbidities by alignment of ontology modeled clinical practice guidelines (CPG). Our knowledge management approach to develop clinical decision support systems for co-morbid conditions entails: (a) knowledge synthesis to derive disease-specific clinical pathways (CP) from evidence-bases sources; (b) knowledge modeling to abstract medical and procedural knowledge from the CP; (c) knowledge representation to computerize the CP in terms of a CP ontology; and (d) knowledge alignment by aligning multiple CP to develop a unified CP knowledge model for comorbid diseases. We present the COMET (Co-morbidity Ontological Modeling & ExecuTion) system that provides decision support to handle comorbid chronic heart failure and atrial fibrillation. COMET is web-accessible and is designed for family practitioners.

Langue d'origineEnglish
Titre de la publication principaleProceedings of the 45th Annual Hawaii International Conference on System Sciences, HICSS-45
Maison d'éditionIEEE Computer Society
Pages3030-3038
Nombre de pages9
ISBN (imprimé)9780769545257
DOI
Statut de publicationPublished - 2012
Événement2012 45th Hawaii International Conference on System Sciences, HICSS 2012 - Maui, HI, United States
Durée: janv. 4 2012janv. 7 2012

Séries de publication

PrénomProceedings of the Annual Hawaii International Conference on System Sciences
ISSN (imprimé)1530-1605

Conference

Conference2012 45th Hawaii International Conference on System Sciences, HICSS 2012
Pays/TerritoireUnited States
VilleMaui, HI
Période1/4/121/7/12

ASJC Scopus Subject Areas

  • General Engineering

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Citer

Abidi, S., Cox, J., Abidi, S. S. R., & Shepherd, M. (2012). Using OWL ontologies for clinical guidelines based comorbid decision support. Dans Proceedings of the 45th Annual Hawaii International Conference on System Sciences, HICSS-45 (pp. 3030-3038). Article 6149191 (Proceedings of the Annual Hawaii International Conference on System Sciences). IEEE Computer Society. https://doi.org/10.1109/HICSS.2012.629