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Authors: Amel Boustil 1 and Zaidi Sahnoun 2

Affiliations: 1 Université de Mohamed Bouguerra Boumerdés, Algeria ; 2 Université Mentouri Constantine, Algeria

Keyword(s): Semantic Web, Ontology, OWL, Mammogram Report, Concept, Property, Description Logic, Racer, ACR.

Related Ontology Subjects/Areas/Topics: Biomedical Engineering ; Data Engineering ; Enterprise Information Systems ; Health Information Systems ; Information Systems Analysis and Specification ; Knowledge Management ; Ontologies and the Semantic Web ; Semantic Interoperability ; Society, e-Business and e-Government ; Support for Clinical Decision-Making ; Web Information Systems and Technologies

Abstract: In this paper, we present a system for automatic classification of mammography reports, based on a radiological OWL DL ontology. The later describes radiological signs and categories of the BI-RADS classification established by American College of Radiology (ACR) in the OWL DL language. Our system is designed firstly to formalize content of mammogram reports written in free text driving by the ACR Ontology, then to infer relevant classes and corresponding attitude by using subsumption classification. Classification in our work is based on description logic by using OWL DL ontology and description logical reasoning system.

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Paper citation in several formats:
Boustil, A. and Sahnoun, Z. (2009). DESCRIPTION LOGIC FOR AUTOMATIC CLASSIFICATION OF MAMMOGRAM REPORTS. In Proceedings of the International Conference on Health Informatics (BIOSTEC 2009) - HEALTHINF; ISBN 978-989-8111-63-0; ISSN 2184-4305, SciTePress, pages 193-198. DOI: 10.5220/0001538701930198

@conference{healthinf09,
author={Amel Boustil. and Zaidi Sahnoun.},
title={DESCRIPTION LOGIC FOR AUTOMATIC CLASSIFICATION OF MAMMOGRAM REPORTS},
booktitle={Proceedings of the International Conference on Health Informatics (BIOSTEC 2009) - HEALTHINF},
year={2009},
pages={193-198},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001538701930198},
isbn={978-989-8111-63-0},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Health Informatics (BIOSTEC 2009) - HEALTHINF
TI - DESCRIPTION LOGIC FOR AUTOMATIC CLASSIFICATION OF MAMMOGRAM REPORTS
SN - 978-989-8111-63-0
IS - 2184-4305
AU - Boustil, A.
AU - Sahnoun, Z.
PY - 2009
SP - 193
EP - 198
DO - 10.5220/0001538701930198
PB - SciTePress