Medical application of artificial immune recognition system (AIRS): Diagnosis of atherosclerosis from carotid artery Doppler signals

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dc.contributor.authorLatifoglu, Fatma
dc.contributor.authorKodaz, Halife
dc.contributor.authorKara, Sadik
dc.contributor.authorGunes, Salih
dc.date.accessioned2020-03-26T17:17:41Z
dc.date.available2020-03-26T17:17:41Z
dc.date.issued2007
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThis study was conducted to distinguish between atherosclerosis and healthy subjects. Hence, we have employed the maximum envelope of the carotid artery Doppler sonogrants derived from Fast Fourier Transformation-Welch method and Artificial Immune Recognition System (AIRS). The fuzzy appearance of the carotid artery Doppler signals makes physicians suspicious about the existence of diseases and sometimes causes false diagnosis. Our technique gets around this problem using AIRS to decide and assist the physician to make the final judgment in confidence. AIRS has reached 99.29% classification accuracy using 10-fold cross validation. Results show that the proposed method classified Doppler signals successfully. (c) 2006 Elsevier Ltd. All rights reserved.en_US
dc.identifier.doi10.1016/j.compbiomed.2006.09.009en_US
dc.identifier.endpage1099en_US
dc.identifier.issn0010-4825en_US
dc.identifier.issn1879-0534en_US
dc.identifier.issue8en_US
dc.identifier.pmid17156772en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1092en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.compbiomed.2006.09.009
dc.identifier.urihttps://hdl.handle.net/20.500.12395/21470
dc.identifier.volume37en_US
dc.identifier.wosWOS:000248494500005en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.language.isoenen_US
dc.publisherPERGAMON-ELSEVIER SCIENCE LTDen_US
dc.relation.ispartofCOMPUTERS IN BIOLOGY AND MEDICINEen_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.subjectartificial immune recognition systemen_US
dc.titleMedical application of artificial immune recognition system (AIRS): Diagnosis of atherosclerosis from carotid artery Doppler signalsen_US
dc.typeArticleen_US

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