Analysis of Doppler signals of radial artery for diagnosis of rheumatoid arthritis [Romatoid artrit hastali?i tanisi i?çin radyal arter Doppler sinyal analizi]

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dc.contributor.authorÖzkan A.O.
dc.contributor.authorKara S.
dc.contributor.authorSalli A.
dc.contributor.authorGüneş S.
dc.date.accessioned2020-03-26T18:05:37Z
dc.date.available2020-03-26T18:05:37Z
dc.date.issued2010
dc.departmentSelçuk Üniversitesien_US
dc.description2010 15th National Biomedical Engineering Meeting, BIYOMUT2010 -- 21 April 2010 through 24 April 2010 -- Antalya -- 80917en_US
dc.description.abstractIn this study, Doppler signals received from the radial artery of the right hands of the 40 healthy subjects and 40 patients with rheumatoid arthritis were recorded. Some features of these signals were obtained using Subspace-based MUSIC method which is one of the spectral analysis methods, and the diseased cases were distinguished with Artificial Neural Networks classification method. In MUSIC method, 5,10,15,20 and 25 were used as model degrees. Test procedure was carried out after training with Artificial Neural Networks. Classification accuracy after the test results was 88.75 % for 5 model degrees, 93.75 % for 10 and 25 model degrees, 100 % for 15 model degrees and 92.5 % for 20 model degrees and all models had an average degree of 93.75 % classification accuracy was obtained. The proposed approach has potential to help with the early diagnosis of RA disease for the specialists who study this subject. ©2010 IEEE.en_US
dc.identifier.doi10.1109/BIYOMUT.2010.5479856en_US
dc.identifier.isbn9.78142E+12
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://dx.doi.org/10.1109/BIYOMUT.2010.5479856
dc.identifier.urihttps://hdl.handle.net/20.500.12395/25481
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.relation.ispartof2010 15th National Biomedical Engineering Meeting, BIYOMUT2010en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectArtificial neural networken_US
dc.subjectBack propagation algorithm of LMen_US
dc.subjectMethod of MUSICen_US
dc.subjectRadial arteryen_US
dc.subjectRheumatoid arthritis diseaseen_US
dc.titleAnalysis of Doppler signals of radial artery for diagnosis of rheumatoid arthritis [Romatoid artrit hastali?i tanisi i?çin radyal arter Doppler sinyal analizi]en_US
dc.typeConference Objecten_US

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