진료서술문의 구조적인 입력을 위한 온톨로지 기반의 통제자연어와 인터페이스 개발
How to Deal with Medical Narratives based on Controlled Natural Language Operated by an Ontology
0
조회
0
다운로드
1
인용
0
참고문헌
초록
Abstract
Objective: Medical narratives entry is a major issue to be solved in developing an electronic medical record system operating in practice, as they are, in large part, described in a free-text format. The issue can be dealt with in three aspects: to improve the reusability by structuring medical narratives, to support clinical pragmatics in medical fields, and to reduce the burden of data entry. With the aspects having in mind, this paper purports to present an ontological method for better way of medical narratives entry. Methods: We developed an ontology for which medical knowledge is structurally represented. Then we can enter medical narrative texts with commands of the controlled natural language operable on the ontology model. Results: Many theoretical studies on free-text entry were reviewed, based on which an authoring and editing tool for natural language description operable on the ontology model has been developed and tested. The performance of the tool is satisfactory within the limit of the domain models we developed here. Conclusion: The results of this paper are contributive for clinicians to make an easy entry of medical narratives as far as the ontology model covers their knowledge domain. It is also expected that the cost in recording medical narratives might be considerably reduced and data quality can be improved. (Journal of Korean Society of Medical Informatics 12-3,261-271, 2006)
참고문헌 (26)
- KB, Johnson, "Brainstorming about next-generation computer-based documentation: an AMIA clinical working group survey", International Journal of Medical Informatics, 73(9), pp.665~674 (2004)
- SGML to clinical information),Proceedings of XML Europe ‘99;1999 Apr 26-30; Granada, Spain, "Blood sweat and tears (five years of practical experience applying XML", pp.1999, T, Sharer
- AM, van Ginneken, "A multi- disciplinary approach to a user interface for structured data entry. MEDINFO 2001", he 10th World Congress on Medical Informatics (2001), London, UK.
- RK, Los, "OpenSDE: a strategy for expressive and flexible structured data entry", International Journal of Medical Informatics, 74(6), pp.481~490 (2005)
- C, Lovis, "Paragraph-oriented structure for narratives in medical documentation. MEDINFO 2001", the 10th World Congress on Medical Informatics (2001), London, UK.
- HJ, Tange, "Medical narratives in electronic medical records", International Journal of Medical Informatics, 46(1), pp.7~29 (1997)
- P, Hanzlicek, "User interface of MUDR electronic health record.", International Journal of Medical Informatics, 74(2), pp.221~227 (2005)
- HG, Kim, "A multi- layered application for the gross description using semantic web technology", international Journal of Medical Informatics, 74(5), pp.399~407 (2005)
- S, Yamazaki, "Standard method for describing an electronic patient record template: application of XML to share domain knowledge", Methods of Information in Medicine, 39(1), pp.50~55 (2000)
- CN, Mead, "Documenting ‘what nurses do’-moving beyond coding and classification", AMIA Annual Fall Symposium (1997), Nashville, TN.
- EM, van Mulligen, "Clinical data entry", the 1998 AMIA Annual Symposium (1998), Orlando, FL.
- JJ, Berman, "Pathology data integration with eXtensible Markup Language", Human Pathology, 36(2), pp.139~145 (2004)
- R, Schweiger, "mplementing health care systems using XML standards", International Journal of Medical Informatics, 74(2), pp.267~277 (2005)
- T, Beale, "Archetypes: constraint-based domain models for future-proof information systems", the 11th OOPSLA Workshop on Behavioral Semantics (2002), Seattle, WA.
- HA, Heathfield, "Data entry in computer-based care planning", Computer Methods and Programs in Biomedicine, 48(1), pp.103~107 (1995)
- JC, Wagner, "Natural language generation of surgical procedures", International Journal of Medical Informatics, 53(2), pp.175~192 (1999)
- NE, Fuchs, "Attempto controlled English-Not just another logic specification language", Lecture Notes in Computer Science, 1559, pp.1~20 (1999)
- JF, Sowa, "Graphics and languages for the Flexible Modular Framework", Lecture Notes in Artificial Intelligence, 3127, pp.31~51 (2004)
- R, Schwitter, "Controlled natural language meets the semantic web", he 2004 Australasian Language Technology Workshop (2004), Sydney, Australia
- M, Marchiori, "Towards a people's web: metalog.", the 2004 International Conference on Web Intelligence (2004), Beijing, China
- J, des Rivièrers, "Eclipse: a platform for integrating development tools", IBM Systems Journal, 43(2), pp.371~383 (2004)
- S, Decker, "Framework for the semantic web: an RDF tutorial", IEEE Internet Computing, 4(6), pp.68~73 (2000)
- GW, Moore, "Anatomic pathology data mining(Medical data mining and knowledge discovery)", pp.61~108 (1999), Berlin, Heidelberg: Springer-Verlag
- "Ontology-assisted database integration to support natural language processing and biomedical data-mining" (2009)[URL]
- NF, Noy, "Tools for mapping and merging ontologies(Handbook on ontologies)", pp.365~384 (2004), Berlin,Heidelberg; Springer- Verlag
- S, Beale, "Semantic analysis in the Mikrokosmos machine translation project.", the 2nd Symposium on Natural Language Processing (1995), Bangkok, Thailand