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http://dx.doi.org/10.3745/KIPSTB.2010.17B.4.317

Semantic Web-based Clinical Decision Support System for Armed Forces Hospitals  

Yoo, Dong-Hee (육군사관학교 전자정보학과)
Ra, Min-Young (육군사관학교 전자정보학과)
Publication Information
The KIPS Transactions:PartB / v.17B, no.4, 2010 , pp. 317-326 More about this Journal
Abstract
To improve the diagnosis and prescription for military personnel, it is required to adopt Clinical Decision Support System (CDSS) in armed forces hospitals. The objective of this paper is to suggest a CDSS for armed forces hospitals using semantic web technologies. To this end, we designed military medical ontologies and military medical rules which consist of the various concepts and rules for supporting medical activities. We developed a semantic web-based CDSS to demonstrate the use of the ontologies and rules for treating military patients. We also showed the process of semantic search for the medical records which are created from the semantic web-based CDSS.
Keywords
Semantic Web; Ontology; Clinical Decision Support System; DEMIS;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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1 Hussain, S., Abidi, S. R., Abidi, S. S. R., "Semantic Web Framework for Knowledge-Centric Clinical Decision Support Systems," In Proceedings of the 11th Conference on Artificial Intelligence in Medicine (LNCS 4594), pp.451-455, July 7-11, 2007.
2 Kashyap, V., Morales, A., Hongsermeier, T., Li, Q., "Definitions Management: A Semantics-based Approach for Clinical Documentation in Healthcare Delivery," In Proceeding of the 4th International Semantic Web Conference (LNCS 3729), pp.887-901, November 6-10, 2005.
3 Klyne, G., Carroll, J. J., "Resource Description Framework (RDF): Concepts and Abstract Syntax", W3C Recommendation 10 February 2004, http://www.w3.org/TR/rdf-concepts/
4 McBride, B., "The Resource Description Framework (RDF) and its Vocabulary Description Language RDFS", In: S. Staab and R. Studer (eds.), Handbook on Ontologies, pp.51-66, 2004.
5 McGuinness, D. L., Harmelen, F. V., "OWL Web Ontology Language Overview", W3C Recommendation 10 February 2004, http://www.w3.org/TR/owl-features/
6 Miller, L., Seaborne, A., Reggiori, A., "Three Implementations of SquishQL, a Simple RDF Query Language," In Proceedings of the First International Semantic Web Conference on The Semantic Web (LNCS 2342), pp.423-435, June 9-12, 2002.
7 Prud'hommeaux, E., Seaborne, A., "SPARQL Query Language for RDF", W3C Recommendation 15 January 2008, http://www.w3.org/TR/rdf-sparql-query/
8 Sheth, A., Agrawal, S., Lathem, J., Oldham, N., Wingate, H., Yadav, P., Gallagher, K., "Active Semantic Electronic Medical Record," In Proceedings of the 5th International Semantic Web Conference (LNCS 4273), pp.913-926, November 5-9, 2006.
9 나민영, 양경용, "6단계 상향식 방법에 의한 국방 온톨로지 추출", 한국컴퓨터정보학회, 제14권 제6호, pp.17-26, 2009.   과학기술학회마을
10 나민영, 유동희, "정보융합 및 관리개선을 위한 시맨틱 웹 적용 연구", 국방부 정책 연구, 2010.
11 신응섭, 김용주, 고재원, "사고예방을 위한 군 스트레스 진단도구 개발", 육군사관학교 화랑대연구소, 2007.
12 유동희, "시맨틱 웹 애플리케이션의 시스템 프레임워크 및 도전 과제에 관한 연구", 한국컴퓨터정보학회, 제14권 제12호, pp.255-266, 2009.   과학기술학회마을
13 Colantonio, S., Martinelli, M., Moroni, D., Salvetti, O., Perticone, F., Sciacqua, A., Conforti, D., Gualtieri, A., "An Approach to Decision Support in Heart Failure," In Proceedings of the 4th Italian Semantic Web Workshop, December 18-20, 2007.
14 Alexandrou, D., Xenikoudakis, F., Mentzas, G., "Adaptive Clinical Pathways with Semantic Web Rules," In Proceedings of the First International Conference on Health Informatics, pp.140-147, January 28-31, 2008.
15 Antoniou, G., van Harmelen, F., "Web Ontology Language: OWL", In: S. Staab and R. Studer (eds.), Hand book on Ontologies, Springer Verlag, pp. 67-92, 2004.
16 Berners-Lee, T., Hendler, J., Lassila, O., "The Semantic Web, Scientific American," Vol.284, No.5, pp.34-43, 2001.   DOI
17 Gruber, T. R., "A Translation Approach to Portable Ontology Specifications," Knowledge Acquisition, Vol.5, No.2, pp.199-220, 1993.   DOI   ScienceOn
18 Horrocks, I., Patel-Schneider, P. F., Bechhofer, S., Tsarkov, D., "OWL rules: A proposal and prototype implementation," Journal of Web Semantics, Vol.3, No.1, pp.23-40, 2005.   DOI   ScienceOn
19 Horrocks, I., Patel-Schneider, P. F., Boley, H., Tabet, S., Grosof, B., Dean, M., "SWRL: A Semantic Web Rule Language Combining OWL and RuleML", W3C Member Submission 21 May 2004, http://www.w3.org/Submission/SWRL/
20 권승재, "병영 스트레스가 군 범죄행동에 미치는 영향에 관한 연구", 동국대학교 행정대학원, 석사학위 청구 논문, 2001.