Abstract
Managing patients in a shared-care context is a knowledge intensive activity. To support cooperative work in medical care, computer technology should either augment the capabilities of individual specialists and enhance their ability of interacting with each other and with computational resources. Thus, a major shift is needed from centralized first generation Hospital Information Systems to distributed environments composed of several interconnected agents, cooperating in maintaining a full track of the patient clinical history and supporting health care providers in all the phases of the patient management process. In this paper we describe a methodology for implementing a network of cooperating software agents aimed at improving the health care delivery process. Moreover, a preliminary computational prototype exploiting the proposed methodology is also illustrated.
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References
Blois, M. S. (1988). Medicine and the nature of vertical reasoning. New England Journal of Medicine, 13(38):817–851.
Falasconi, S., Stefanelli, M. (1994). A library of medical ontologies. In Mars, N. J. I., editor, Proceedings of the ECA194 Workshop Comparison of Implemented Ontologies, pages 81–91, Amsterdam.
Finin, T., Weber, J., Wiederhold, G., Genesereth, M. R., Fritzson, R., McKay, D., McGuire, J., Pelavin, P., Shapiro, S. and Beck, C. (1993). Specification of the KQML Agent Communication Language.Technical Report EIT 92-04, Enterprise Integration Technologies, Palo Alto, CA.
Genesereth, M. R., Ketchpel, S. P. (1994). Software agents. Communications of the ACM, 7(37):48–53.
Gennari, J. H., Tu, S. W., Rothenfluh, T. E. and Musen, M. A. (1994). Mapping domains to methods in support of reuse. In Proceedings of the Knowledge Acquisition Workshop KAW-94, Banff, Canada.
Gruber, T. R. (1993). A translation approach to portable ontology specifications. Knowledge Acquisition, 5:199–220.
Lanzola, G. and Stefanelli, M. (1992). A Specialized Framework for Medical Diagnostic Knowledge-Based Systems. Computers and Biomedical Research, 25:351–365.
Lanzola, G. and Stefanelli, M. (1993). Inferential knowledge acquisition. Artificial Intelligence in Medicine, 5:253–268.
Lanzola, G. and Stefanelli, M. (1993). Computational Model 3.0. Technical Report GAMES-II Deliverable 25, Laboratory of Medical Informatics, University of Pavia, Italy.
Lindberg, D., Humphreys, B. and McCray, A. (1993). The Unified Medical Language System. In van Bemmel, J., editor, 1993 Yearbook of Medical Informatics, pages 41–53, International Medical Informatics Association, Amsterdam.
Minski, M. (1985). The society of mind, Simon and Schuster, New York.
Neches, R., Fikes, R. E., Finin, T., Gruber, T. R. Patil, R., Senator, T. and Swartout, W. (1991). Enabling technology for knowledge sharing. AI Magazine, 12:36–56.
Nii, H. P. (1986). Blackboard Systems: The blackboard model of problem solving and the evolution of blackboard architectures (part i). AI Magazine, 38–53.
Puerta, A. R., Tu, S. W. and Musen, M. A. (1992) Modeling Tasks with Mechanisms, International Journal of Intelligent Systems.
Ramoni, M., Stefanelli, M., Magnani, L., and Barosi, G. (1992). An Epistemological Framework for Medical Knowledge-Based Systems. IEEE Transactions on Systems, Man, and Cybernetics, 6(22):1361–1375.
Rector, A. L., Solomon, W. D., Nowlan, W. A. and Rush, T. W. (1994). A terminology server for medical language and medical information systems. Technical Report, Department of Computer Science, University of Manchester.
van Heijst, G., Falasconi, S., Abu-Hanna, A., Schreiber, G. and Stefanelli, M. (1995). A case study in ontology library construction. Artificial Intelligence in Medicine. To appear.
van Heijst, G., Lanzola, G., Schreiber, G. and Stefanelli, M. (1994). Foundations for a Methodology for Medical KBS Development. Knowledge Acquisition, 6:395–434.
Wielinga, B. J., Schreiber, A., Th. and Breuker, J., A. (1992). KADS: a modelling approach to knowledge engineering. Knowledge Acquisition, 4:5–53.
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Lanzola, G., Falasconi, S., Stefanelli, M. (1995). Cooperative software agents for patient management. In: Barahona, P., Stefanelli, M., Wyatt, J. (eds) Artificial Intelligence in Medicine. AIME 1995. Lecture Notes in Computer Science, vol 934. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-60025-6_135
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DOI: https://doi.org/10.1007/3-540-60025-6_135
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