DocumentCode :
3181352
Title :
A framework for fuzzy diagnosis of hepatitis
Author :
Obot, Okure U. ; Udoh, Samuel S.
Author_Institution :
Dept. of Comput. Sci., Univ. of Uyo, Uyo, Nigeria
fYear :
2011
fDate :
11-14 Dec. 2011
Firstpage :
439
Lastpage :
443
Abstract :
A study of the orthodox practice of diagnosing hepatitis revealed that inexactness in the diagnostic results has led several patients into abusing therapies. This prompted a further study into how this could be resolved. In this regard, effort was made for medical doctors to specify some linguistic labels while taking history and performing medical examinations on the patients. The effort yielded few responses which necessitated a study of the application of fuzzy logic technology to medical diagnosis. The symptoms were fuzzified with some membership functions which aided in the extraction of fuzzy rule base. With data and rules, fuzzy inference using the maxmin method was applied on the knowledge base, the results obtained were defuzzified to obtain crisp outputs that represent the diagnostic values with linguistic labels. The novelty of the result is that the degree or extent to which a patient suffers from hepatitis is reported to the patient and based on such revelation therapy would be administered without an abuse.
Keywords :
diseases; fuzzy logic; fuzzy reasoning; knowledge based systems; medical diagnostic computing; minimax techniques; patient diagnosis; fuzzy inference; fuzzy logic technology; fuzzy rule base extraction; hepatitis fuzzy diagnosis framework; linguistic labels; maxmin method; medical doctors; membership functions; orthodox practice; patient medical examinations; Diseases; Equations; Fuzzy logic; Liver; Medical diagnosis; Medical diagnostic imaging; Decision Support Filter; Fuzzy Logic; Hepatitis; Knowledge base; Maxmin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Communication Technologies (WICT), 2011 World Congress on
Conference_Location :
Mumbai
Print_ISBN :
978-1-4673-0127-5
Type :
conf
DOI :
10.1109/WICT.2011.6141285
Filename :
6141285
Link To Document :
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