Abstract
Improving quality of healthcare for people with chronic conditions requires informed and knowledgeable healthcare providers and patients. Decision support and clinical information system are two of the main components to support improving chronic care. In this paper, we describe an ongoing initiative that emphasizes the need for healthcare knowledge management to support both components. Ontology-based knowledge acquisition and modeling based on knowledge engineering approach provides an effective mechanism in capturing expert opinion in form of clinical practice guidelines. The Semantic Web framework is adopted in building a knowledge management platform that allows integration between the knowledge with patient databases and supported publications. We discuss one of the challenges, which is to apply the healthcare knowledge into existing healthcare provider environments by focusing on augmenting decision making and improving quality of patient care services.
This work is collaboration with the Dept. of Medical Services, Ministry of Public Health.
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References
Anderson, G., Horvath, J.: The Growing Burden of Chronic Disease in America. Public Health Reports 119(3), 263–270 (2004)
Bodenheimer, T., Wagner, E.H., Grumbach, K.: Improving Primary Care for Patients with Chronic Illness. The Journal of the American Medical Association 288(14), 1775–1779 (2002)
Lenz, R., Reichert, M.: IT Support for Healthcare Processes - Premises, Challenges, Perspectives. Data & Knowledge Engineering 61(1), 39–58 (2007)
Abidi, S.: Healthcare Knowledge Management: the Art of the Possible. In: Riaño, D. (ed.) K4CARE 2007. LNCS (LNAI), vol. 4924, pp. 1–20. Springer, Heidelberg (2008)
Jurisica, I., Mylopoulos, J., Yu, E.: Ontologies for Knowledge Management: an Information Systems Perspective. Knowledge and Information Systems 6(4), 380–401 (2004)
Davies, J., Studer, R., Warren, R. (eds.): Semantic Web Technologies: Trends and Research in Ontology-based Systems. John Wiley & Sons, Chichester (2006)
Aldea, A., et al.: An Ontology-Based Knowledge Management Platform. In: Proc. of the IJCAI 2003 Workshop on Information Integration on the Web, IIWeb 2003 (2003)
Kozaki, K., et al.: Understanding Semantic Web Applications. In: Domingue, J., Anutariya, C. (eds.) ASWC 2008. LNCS, vol. 5367, pp. 524–539. Springer, Heidelberg (2008)
Horrocks, I., et al.: SWRL: A Semantic Web Rule Language Combining OWL and RuleML, W3C Member Submission (May 21, 2004), http://www.w3.org/Submission/SWRL/
Coiera, E., et al.: Architecture for Knowledge-based and Federated Search of Online Clinical Evidence. Journal of Medical Internet Research 7(5) (2005)
Bracke, P.J., et al.: Evidence-based Medicine Search: a Customizable Federated Search Engine. Journal of Medical Library Association 96(2), 108–113 (2008)
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Buranarach, M., Supnithi, T., Chalortham, N., Khunthong, V., Varasai, P., Kawtrakul, A. (2009). A Semantic Web Framework to Support Knowledge Management in Chronic Disease Healthcare. In: Sartori, F., Sicilia, M.Á., Manouselis, N. (eds) Metadata and Semantic Research. MTSR 2009. Communications in Computer and Information Science, vol 46. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04590-5_15
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DOI: https://doi.org/10.1007/978-3-642-04590-5_15
Publisher Name: Springer, Berlin, Heidelberg
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