Abstract
As a result of the search for recurring elements in medical diagnosis, components of an ontology aspiring for generic medical diagnosis have been presented in earlier works and in this work, which allows semiautomatic translation of the natural language expert’s description to its implementation. This article presents the most important aspects of the conceptual model, in particular the suggestion and confirmation relations are described that are considered central to the diagnosis. The characteristics of these relations have been exemplified in the diagnosis of colon cancer.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Benjamins, R., Aben, M.: Structure-Preserving KBS Development through Reusable Libraries: a Case-Study in Diagnosis. International Journal of Human-Computer Studies 47, 259–288 (1997)
Fridman Noy, N., Hafner, C.: The State of The Art in Ontology Design. AI Magazine 4, 53–74 (1997)
Guarino, N.: Understanding, building and using ontologies. International Journal of Human-Computer Studies 46, 293–310 (1997)
Herrero, J.C., Mira, J.: In Search of a Common Structure Underlying a Representative Set of Generic Tasks and Methods: The Hierarchical Classification and Therapy Planning Cases Study. In: Mira, J., del Pobil, A.P., Moonis, A. (eds.) IEA/AIE 1998. LNCS (LNAI), vol. 1415, Springer, Berlin (1998)
Herrero, J.C., Mira, J.: SCHEMA: A knowledge edition interface for obtaining program code from structure descriptions of PSMs: Two case studies. Applied Intelligence 10, 139–153 (1999)
Martínez-Tomás, R.: Modelado y reducción del Conocimiento basados en la Teoría de Sistemas: Aplicaciones al diagnóstico Médico. PhD thesis, Facultad de Ciencias. UNED (2000)
Mira, J.: Report of project Diagen. Technical Report TIC 97-0604, CICYT (1997)
Mira, J., Alvarez, J.R., Martínez, R.: Knowledge Edition and reuse in DIAGEN: A relational approach. IEE Proceeding-Software 147(5), 151–162 (2000)
Mira, J., Martínez, R., Álvarez, J.R., Taboada, M.J.: DIAGEN: A Software Environment for the Reduction of Generic Models of Medical Knowledge in Diagnosis and Therapy Planning. In: Jornadas de Seguimiento CICYT-TIC-Info, Valladolid (Spain), (November 10, 2000)
Schreiber, G., Akkermans, H., Anjewierden, A., de Hoog, R., Shadbolt, N., Van de Velde, W., Wielinga, B.: Knowledge engineering and Management: The CommonKADS Methodology. MIT Press, Cambridge (1999)
Taboada, M., Lama, M., Barro, S., Marín, R., Mira, J., Palacios, F.: A Problem-Solving Method for ”Unprotocolised” Therapy Administration Task in medicine. Artificial intelligence in medicine 17, 157–180 (1999)
Weiss, S.M., Kulikowski, C.A., Amarel, S., Safir, A.: A model-based method for computer-aided medical decision-making. Artificial intelligence 11, 145–172 (1978)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Martínez, R., Sánchez, J.R.Á., Mira, J. (2005). Key Aspects of the Diagen Conceptual Model for Medical Diagnosis. In: Mira, J., Álvarez, J.R. (eds) Mechanisms, Symbols, and Models Underlying Cognition. IWINAC 2005. Lecture Notes in Computer Science, vol 3561. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11499220_49
Download citation
DOI: https://doi.org/10.1007/11499220_49
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-26298-5
Online ISBN: 978-3-540-31672-5
eBook Packages: Computer ScienceComputer Science (R0)