Abstract
With the dissemination of Health Information Systems and the greater relevance of interoperability towards the quality of the information available to the clinical personnel, distinct architectures and methodologies have been devised in order to improve the existing platforms in the healthcare environment. However, most of them are based on HL7, an international standard for healthcare interoperability, which depending on the implementation as any technology has its advantages and limitations. This paper details the architecture and methodologies of a multi-agent based HL7 interoperation service. The mentioned system is incorporated in an integration platform, which is implemented in several healthcare institutions and uses Multi-Agent Systems to control and enable the flow of data and information within them. The log registry and extracted statistics of several years of interoperation in one institution are used to analyse the development of prediction models to imbue intelligent behaviour in the existing platform. The resulting models are studied and embedded into a validation HL7 server agent.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Aier, S., Schönherr, M.: Evaluating integration architectures –a scenario-based evaluation of integration technologies. Trends in Enterprise Application Architecture, 2–14 (2006)
Berg, M.: Health Information Management: Integrating Information Technology in Health Care Work. Routledge, New York (2004)
Duarte, J., Miranda, M.F.M., Abelha, A., Santos, M., Machado, J., Neves, J., Alberto, C., Salazar, M., Quintas, C., Ferreira, A.M.S.F., Neves, J.: Agent-based group decision support in medicine. In: Arabnia, H.R., de la Fuente, D., Olivas, J.A. (eds.) IC-AI, pp. 115–121. CSREA Press (2009)
Erl, T.: Service-Oriented Architecture: Concepts, Technology, and Design. Prentice Hall PTR, Upper Saddle River (2005)
Isern, D., Sanchez, D., Moreno, A.: Agents applied in health care: A review. International Journal of Medical Informatics 79(3), 145–166 (2010)
Juric, M.B., Loganathan, R., Sarang, P., Jennings, F.: SOA Approach to Integration - XML, Web services, ESB, and BPEL in real-world SOA projects. PACKT Publishing (2007)
Kirsh, W. (ed.): Encyclopedia of Public Health, vol. 1. Springer Science, Heidelberg (2008)
Lopez, D.M., Blobel, B.G.: A development framework for semantically interoperable health information systems. International Journal of Medical Informatics 78(2), 83–103 (2009), doi:10.1016/j.ijmedinf.2008.05.009
Machado, J., Abelha, A., Novais, P., Neves, J.: Quality of service in healthcare units. In: Bertelle, C., Ayesh, A. (eds.) European Simulation and Modelling Conference 2008, European Technol. Inst., Havre, France, October 27-29, pp. 291–298 (2008)
Machado, J., Alves, V., Abelha, A., Neves, J.: Ambient intelligence via multiagent systems in the medical arena. Engineering Intelligent Systems for Electrical Engineering and Communications 15(3), 151–157 (2007)
Miranda, M.F.M., Abelha, A., Santos, M., Machado, J., Neves, J.: A group decision support system for staging of cancer. In: Weerasinghe, D. (ed.) eHealth. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 1, pp. 114–121. Springer, Heidelberg (2008)
Ohe, K., Kaihara, S.: Implementation of hl7 to client-server hospital information system (his) in the university of tokyo hospital. Journal of Medical Systems 20(4), 197–205 (1996), http://dx.doi.org/10.1007/BF02263391
PHII: Guiding principles for effective health information systems. Public Health Informatics Institute, Decatur Institute, GA (2004)
Weiss (ed.): Multiagent Systems – A Modern Approach to Distributed Modern Approach to Artificial Intelligence. MIT Press, Cambridge (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Miranda, M. et al. (2010). Modelling Intelligent Behaviours in Multi-agent Based HL7 Services. In: Lee, R. (eds) Computer and Information Science 2010. Studies in Computational Intelligence, vol 317. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15405-8_9
Download citation
DOI: https://doi.org/10.1007/978-3-642-15405-8_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15404-1
Online ISBN: 978-3-642-15405-8
eBook Packages: EngineeringEngineering (R0)