Change search
ReferencesLink to record
Permanent link

Direct link
Computational intelligence for laboratory information systems
Umeå University, Faculty of Science and Technology, Department of Computing Science.
Department of Medicine, Turku University Central Hospital, Turku, Finland.
1995 (English)In: Scandinavian Journal of Clinical and Laboratory Investigation, ISSN 0036-5513, Vol. 55, no s222, 21-30 p.Article in journal (Refereed) Published
Abstract [en]

Non-linear models, such as given by neural networks and fuzzy logic, have established a good reputation for medical data analysis as computational and logical counterparts to statistical methods. Whereas multilayer perceptrons perform well with large data sets, a combination of neural learning together with fuzzy logical network interpretations provides a network reduction well suited for smaller data sets. The aim of this paper is to present an approach to neural fuzzy systems data analysis and knowledge acquisition in laboratory information systems. We also describe a software system, DiagaiD, which provides an analysis and development workbench involving laboratory data.

Place, publisher, year, edition, pages
Informa Healthcare, 1995. Vol. 55, no s222, 21-30 p.
Keyword [en]
fuzzy logic, hospital data, multilayer perceptron
National Category
Computer Science
URN: urn:nbn:se:umu:diva-80559DOI: 10.3109/00365519509088447OAI: diva2:650383
Available from: 2013-09-20 Created: 2013-09-20 Last updated: 2014-02-11Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full text

Search in DiVA

By author/editor
Eklund, Patrik
By organisation
Department of Computing Science
In the same journal
Scandinavian Journal of Clinical and Laboratory Investigation
Computer Science

Search outside of DiVA

GoogleGoogle Scholar
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Altmetric score

Total: 23 hits
ReferencesLink to record
Permanent link

Direct link