2005 · 33 citations · 9 references
NursingPathologyClinical MedicineDiagnostic ReasoningKnowledge RepresentationDiagnosisDiagnostic Decision SupportDifferential DiagnosisAccuracyDifferential Diagnosis From HistoryFuzzy Rule-based SystemsFuzzy SetsType-2 Fuzzy Sets
In this paper we present a model of differential medical diagnosis, based on type 2 fuzzy sets. Given the patient history case and a set of suspected-inherent pathologies, the method creates a set of linguistically labelled clusters of the pathologies. The pathologies present in each cluster are ordered through a similarity function. In the case of lack of information, our method indicates the elements needed to have a more precise diagnosis and it can control its same accuracy
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L. A. Zadeh · Information and Control · 1965 · 66.1K citations
Jerry M. Mendel, Robert John · IEEE Transactions on Fuzzy Systems · 2002 · 2.6K citations
Operations on type-2 fuzzy sets
Nilesh N. Karnik, Jerry M. Mendel · Fuzzy Sets and Systems · 2001 · 738 citations