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Case-based reasoning for assessment and diagnosis of depression in palliative care

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5 Author(s)
Aamodt, A. ; Dept. of Comput. & Inf. Sci., Norwegian Univ. of Sci. & Technol., Trondheim, Norway ; Gundersen, O.E. ; Loge, J.H. ; Wasteson, E.
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The goal of the research presented is to create a computational framework and system architecture for clinical decision support in palliative care. The application focused is the classification of depression. The method under investigation is case-based reasoning, motivated by the complexity of the domain and a lack of generalized principles of sufficient coverage and strength for diagnosis and treatment. A system architecture is described and exemplified through an implemented prototype. The outcome of the research so far is a system that captures the properties intended, and for which a clinical test set-up has been defined.

Published in:

Computer-Based Medical Systems (CBMS), 2010 IEEE 23rd International Symposium on

Date of Conference:

12-15 Oct. 2010