Adaptation and medical case-based reasoning focusing on endocrine therapy support

Authors:
Rainer Schmidt;Olga Vorobieva
Affiliations:
Institute for Medical Informatics and Biometry, University of Rostock, Rostock, Germany;Institute for Medical Informatics and Biometry, University of Rostock, Rostock, Germany
Venue:
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Year:
2005

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Abstract

So far, Case-Based Reasoning has not become as successful in medicine as in some other application domains. One, probably the main reason is the adaptation problem. In Case-Based Reasoning the adaptation task still is domain dependent und usually requires specific adaptation rules. Furthermore, in medicine adaptation is often more difficult than in other domains, because usually more and complex features have to be considered. We have developed some programs for endocrine therapy support, especially for hypothyroidism. In this paper, we do not present them in detail, but focus on adaptation. We do not only summarise experiences with adaptation in medicine, but we want to elaborate typical medical adaptation problems and hope to indicate possibilities how to solve them.