Computational intelligence for medical information analysis and refinement
1999 (English)In: Soft computing in human-related sciences / [ed] Horia Nicolai Teodorescu, Abraham Kandel and Lakhmi C Jain, Boca Raton, FL: CRC Press , 1999, 115-134 p.Chapter in book (Other academic)
In this chapter we will describe an architecture of a workstation that combines data mining tools with analysis tools in building new decision support systems and automatically integrates the new system into a diagnosis classification skeleton. The workstation is intended to support fast and efficient navigation towards a correct diagnosis and consists of modules each capable of supporting the diagnosis of specific diseases. The production line within which domain experts can generate decision support systems for a specific disease themselves will be described together with one of the analysis tools used in the production line, the generalised preprocessing perceptron (GPP). The GPP has a structure that allows results comparable to a multilayer perceptron, yet perceiving parameter interpretations relevant within the medical domain.
Place, publisher, year, edition, pages
Boca Raton, FL: CRC Press , 1999. 115-134 p.
IdentifiersURN: urn:nbn:se:umu:diva-34616ISBN: 0-8493-1635-9OAI: oai:DiVA.org:umu-34616DiVA: diva2:323185