Diagnosis of atherosclerosis from carotid artery Doppler signals as a real-world medical application of artificial immune systems

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dc.contributor.authorLatifoglu, Fatma
dc.contributor.authorSahan, Seral
dc.contributor.authorKara, Sadik
dc.contributor.authorGunes, Salih
dc.date.accessioned2020-03-26T17:17:13Z
dc.date.available2020-03-26T17:17:13Z
dc.date.issued2007
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractIn this study, we have employed the maximum envelope of the carotid artery Doppler sonograms derived from Fast Fourier Transformation-Welch Method and artificial immune systems in order to distinguish between atherosclerosis and healthy subjects. In this classification problem, the used artificial immune system has reached to 99.33% classification accuracy using 10-fold Cross Validation (CV) method with only two system units which reduced classification time considerably. This success shows that whereas artificial immune systems is a new research area, one can utilize from this new field to reach high performance for his problem. (c) 2006 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.eswa.2006.05.034en_US
dc.identifier.endpage793en_US
dc.identifier.issn0957-4174en_US
dc.identifier.issn1873-6793en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage786en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.eswa.2006.05.034
dc.identifier.urihttps://hdl.handle.net/20.500.12395/21317
dc.identifier.volume33en_US
dc.identifier.wosWOS:000245754400025en_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.subjectatherosclerosisen_US
dc.subjectcarotid arteryen_US
dc.subjectfast Fourier transformationen_US
dc.subjectWelchen_US
dc.subjectartificial immune systemsen_US
dc.titleDiagnosis of atherosclerosis from carotid artery Doppler signals as a real-world medical application of artificial immune systemsen_US
dc.typeArticleen_US

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