Web based medical decision support system application of Coronary Heart Disease diagnosis with Boolean functions minimization method

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dc.contributor.authorBasciftci, Fatih
dc.contributor.authorIncekara, Hayri
dc.date.accessioned2020-03-26T18:17:34Z
dc.date.available2020-03-26T18:17:34Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractHeart and vein diseases are one of the most important health problems. The number of the people who died of heart and vein diseases is more than the number of the people who died of all other health problems and natural disasters. In order to decrease this number, the intervention must be started very earlier and people must be informed about this subject. In this study, Medical Expert System has been used all the probabilities of CHD has been determined (9 symptoms, 2(9) = 512 different occasions) and from these probabilities, an accuracy table has been formed. This accuracy table has been simplified with the Boolean functions simplifying methods. 94 rules have been achieved by the Boolean functions minimization method. The rules achieved have formed the Expert System's rule base. 303 patients' values have been compared with the realized Expert System. The Medical Expert System which was formed as a result of the evaluation has evaluated men with 86.5%, women with 84.5% and in general with 86.1% accuracy rate. (C) 2011 Elsevier Ltd. All rights reserved.en_US
dc.description.sponsorshipSelcuk UniversitySelcuk Universityen_US
dc.description.sponsorshipThis work is supported by the Coordinatorship of Selcuk University's Scientific Research Projects.en_US
dc.identifier.doi10.1016/j.eswa.2011.04.211en_US
dc.identifier.endpage14043en_US
dc.identifier.issn0957-4174en_US
dc.identifier.issue11en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage14037en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.eswa.2011.04.211
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27048
dc.identifier.volume38en_US
dc.identifier.wosWOS:000294084700059en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPERGAMON-ELSEVIER SCIENCE LTDen_US
dc.relation.ispartofEXPERT SYSTEMS WITH APPLICATIONSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectExpert Systemen_US
dc.subjectBoolean function minimizationen_US
dc.subjectCoronary Heart Diseaseen_US
dc.subjectHeart attacken_US
dc.subjectReduced rule baseen_US
dc.titleWeb based medical decision support system application of Coronary Heart Disease diagnosis with Boolean functions minimization methoden_US
dc.typeArticleen_US

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