Medical Domain Ontology Construction Approach: A Basis for Medical Decision Support

In this paper, we present an approach for building medical domain ontology as a foundation for knowledge-centric decision support. The knowledge acquisition phase is based on heterogeneous data sources including textual corpora, practice guidelines, databases, terminological sources as well as exist...

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Bibliographic Details
Main Authors: Djedidi, R., Aufaure, M.-A.
Format: Conference Proceeding
Language:English
Subjects:
Biomedical engineering
Buildings
Computer science
Data mining
Guidelines
Knowledge acquisition
Knowledge based systems
Knowledge engineering
Ontologies
Online Access:Request full text
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Summary:In this paper, we present an approach for building medical domain ontology as a foundation for knowledge-centric decision support. The knowledge acquisition phase is based on heterogeneous data sources including textual corpora, practice guidelines, databases, terminological sources as well as existing ontologies and medical Standards. Beyond a knowledge modelization process, we propose a meta-conceptualization and a formalization phase constituting a Medical Core-Ontology established at a high-level of abstraction and guiding the operationalization and exploitation phase. The operationalization process instantiates a referential medical domain ontology and integrates it into a knowledge-based system allowing knowledge reasoning and inference and thus, preparing the basis for a medical decision support.
ISSN:1063-7125
DOI:10.1109/CBMS.2007.69