A rough sets approach for diagnostic M-mode evaluation in newborn with congenital heart diseases

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dc.contributor.authorKaya E.
dc.contributor.authorOran B.
dc.contributor.authorArslan A.
dc.date.accessioned2020-03-26T18:05:55Z
dc.date.available2020-03-26T18:05:55Z
dc.date.issued2010
dc.departmentSelçuk Üniversitesien_US
dc.description3rd International Conference on Human System Interaction, HSI'2010 -- 13 May 2010 through 15 May 2010 -- Rzeszow -- 81470en_US
dc.description.abstractThis paper presents a methodology based on rough set theory that can be used to identify those newborn with congenital heart diseases for which performing the test is redundant or superfluous. Pawlak introduced rough set theory in the early 1980s as a tool for representing and reasoning about imprecise or uncertain information. Our method depends on cardiac morphologic measurement algorithms for diagnosis template for neonatal congenital heart diseases accuracy. In this study, relationship between cardiac morphologic measurement and diagnosis of neonatal congenital heart diseases is analysed. Examples of echocardiographic M-mode values application for prediction of diagnosis for newborn infant with congenital heart diseases are given. Furthermore, the methodology enables one to automatically construct a set of descriptive and minimal if-then rules that model the patient group in need of the test. A reanalysis of a previously published real-world dataset of patients with normal cardiovascular system is used as this study. This may be helpful in supporting decisions concerning diagnosis of congenital heart diseases in newborn babies using rough set techniques. In addition, medical rough set techniques can discover novel diagnostic facility and associations that are useful to paediatric cardiologists. © 2010 IEEE.en_US
dc.identifier.doi10.1109/HSI.2010.5514578en_US
dc.identifier.endpage123en_US
dc.identifier.isbn9.78142E+12
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage119en_US
dc.identifier.urihttps://dx.doi.org/10.1109/HSI.2010.5514578
dc.identifier.urihttps://hdl.handle.net/20.500.12395/25573
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.relation.ispartof3rd International Conference on Human System Interaction, HSI'2010 - Conference Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectCongenital heart diseasesen_US
dc.subjectDiagnostic approachen_US
dc.subjectNewborn infanten_US
dc.subjectRough set theoryen_US
dc.titleA rough sets approach for diagnostic M-mode evaluation in newborn with congenital heart diseasesen_US
dc.typeConference Objecten_US

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