רוברט מושקוביץ'

אקדמי בכיר

A framework for a distributed, hybrid, multiple-ontology clinical-guideline library, and automated guideline-support tools

Yuval Shahar, Ohad Young, Erez Shalom, Maya Galperin, Alon Mayaffit, Robert Moskovitch, Alon Hessing

Clinical guidelines are a major tool in improving the quality of medical care. However, most guidelines are in free text, not in a formal, executable format, and are not easily accessible to clinicians at the point of care. We introduce a Web-based, modular, distributed architecture, the Digital Electronic Guideline Library (DeGeL), which facilitates gradual conversion of clinical guidelines from text to a formal representation in chosen target guideline ontology. The architecture supports guideline classification, semantic markup, context-sensitive search, browsing, run-time application, and retrospective quality assessment. The DeGeL hybrid meta-ontology includes elements common to all guideline ontologies, such as semantic classification and domain knowledge; it also includes four content-representation formats: free text, semi-structured text, semi-formal representation, and a formal representation. These formats support increasingly sophisticated computational tasks. The DeGeL tools for support of guideline-based care operate, at some level, on all guideline ontologies. We have demonstrated the feasibility of the architecture and the tools for several guideline ontologies, including Asbru and GEM.

שפת פרסום אנגלית
דפים 325-344
כתב עת Journal of Biomedical Informatics
כרך 37
נושא מספר 5
סטטוס פרסום פורסם - 01.01.2004

Keywords

Clinical guidelines
Digital libraries
Knowledge representation
Markup
Ontologies

ASJC Scopus subject areas

Health Informatics
Computer Science Applications
גישה למסמך
10.1016/j.jbi.2004.07.001
קבצים וקישורים אחרים
Link to publication in Scopus