DocumentCode :
3400007
Title :
Medical Differential Diagnosis through Type-2 Fuzzy Sets
Author :
Lascio, Luigi Di ; Gisolfi, Antonio ; Nappi, Aniello
Author_Institution :
Dipt. di Matematica ed Informatica, Univ. of Salerno, Fisciano
fYear :
2005
fDate :
25-25 May 2005
Firstpage :
371
Lastpage :
376
Abstract :
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
Keywords :
computational linguistics; fuzzy set theory; medical diagnostic computing; patient diagnosis; type theory; computational linguistics; fuzzy set theory; medical diagnostic computing; medical differential diagnosis; pathologies; patient diagnosis; type-2 fuzzy sets; Blood; Fuzzy logic; Fuzzy sets; History; Inspection; Medical diagnosis; Medical diagnostic imaging; Medical tests; Pain; Pathology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2005. FUZZ '05. The 14th IEEE International Conference on
Conference_Location :
Reno, NV
Print_ISBN :
0-7803-9159-4
Type :
conf
DOI :
10.1109/FUZZY.2005.1452422
Filename :
1452422
Link To Document :
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