Modelling uncertainty in clinical diagnosis using fuzzy logic

De Montfort University Open Research Archive

Show simple item record John, Robert, 1955- en Innocent, P. R. en 2008-11-24T13:24:09Z 2008-11-24T13:24:09Z 2005-12-01 en
dc.identifier.citation John, R.I. and Innocent, P.R. (2005) Modelling uncertainty in clinical diagnosis using fuzzy logic. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics), 35(6), pp. 1340-1350.
dc.identifier.issn 1083-4419 en
dc.description This introduces a formal view of diagnosis in clinical settings and shows the relevance and possible uses of fuzzy cognitive maps. A novel constraint satisfaction method is introduced that uses the temporal uncertainty in symptom durations that may occur with particular diseases. This allows researchers to exploit type-2 fuzzy logic (for the first time) in dealing with temporal uncertainty. The impact factor of the journal is 1.538. en
dc.language.iso en en
dc.publisher IEEE en
dc.subject RAE 2008
dc.subject UoA 23 Computer Science and Informatics
dc.subject diagnosis
dc.subject fuzzy cognitive map
dc.subject fuzzy sets
dc.subject fuzzy temporal reasoning
dc.title Modelling uncertainty in clinical diagnosis using fuzzy logic en
dc.type Article en
dc.identifier.doi en
dc.researchgroup Centre for Computational Intelligence

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