A diagnostic fuzzy rule-based system for congenital heart disease

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dc.contributor.authorKaya E.
dc.contributor.authorOran B.
dc.contributor.authorArslan A.
dc.date.accessioned2020-03-26T18:22:07Z
dc.date.available2020-03-26T18:22:07Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractIn this study, fuzzy rule-based classifier is used for the diagnosis of congenital heart disease. Congenital heart diseases are defined as structural or functional heart disease. Medical data sets were obtained from Pediatric Cardiology Department at Selcuk University, from years 2000 to 2003. Firstly, fuzzy rules were generated by using medical data. Then the weights of fuzzy rules were calculated. Two different reasoning methods as "weighted vote method" and "singles winner method" were used in this study. The results of fuzzy classifiers were compared.en_US
dc.identifier.endpage256en_US
dc.identifier.issn2010376Xen_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage253en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27159
dc.identifier.volume78en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.relation.ispartofWorld Academy of Science, Engineering and Technologyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectClassificationen_US
dc.subjectCongenital heart diseaseen_US
dc.subjectFuzzy rule-based classifiersen_US
dc.titleA diagnostic fuzzy rule-based system for congenital heart diseaseen_US
dc.typeArticleen_US

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