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dc.contributor.authorArtuğ, Tuğrul
dc.contributor.authorOsman, Onur
dc.contributor.authorGöker, İmran
dc.contributor.authorBaslo, Barış
dc.date.accessioned2019-07-25T09:45:29Z
dc.date.available2019-07-25T09:45:29Z
dc.date.issued2017en_US
dc.identifier.citationArtug, T., Osman, O., Goker, M., Baslo, B., & Ieee. (2017). Classification of Neuromuscular Diseases in Neuromuscular Junction and Tendon Recordings with Needle EMG by Using Welch's Method. New York: Ieee.en_US
dc.identifier.isbn9781538606339
dc.identifier.urihttps://hdl.handle.net/20.500.12294/1602
dc.descriptionArtuğ, Tuğrul (Arel Author), Osman, Onur (Arel Author), Göker, İmran (Arel Author)en_US
dc.description.abstractIn this study, the power spectral density of simulated data which contain neuromuscular diseases and normal motor unit (i.e. control group) scenarios was calculated using Welch's method. Furthermore, the effect of Welch's method on differential diagnosis was investigated. Data were recorded both near innervation zone which is the area that motor unit action potential occurs and near tendon. Multi-layer perceptron was preferred as artificial neural network to investigate the effect of method on classification. When the data from innervation zone and from tendon were applied separately to the ANN, 68.67% performance was obtained. The accuracy of the network was increased up to 76% when data were applied together.en_US
dc.language.isoturen_US
dc.publisherIEEEen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectElectromyographyen_US
dc.subjectNeuromuscular Diseasesen_US
dc.subjectFeature Extractionen_US
dc.subjectInnervation Zone and Tendonen_US
dc.titleClassification of Neuromuscular Diseases in Neuromuscular Junction and Tendon Recordings with Needle EMG by Using Welch's Methoden_US
dc.title.alternativeİğne EMG’si ile Nöromüsküler Kavşak ve Tendon Kayıtlamalarında Nöromüsküler Hastalıkların Welch Yöntemi ile Sınıflandırılmasıen_US
dc.typeconferenceObjecten_US
dc.relation.journal2017 Medical Technologies National Congress (TIPTEKNO)en_US
dc.contributor.departmentMühendislik ve Mimarlık Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.contributor.authorID0000-0001-7675-7999en_US
dc.contributor.authorID0000-0002-2290-5105en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US


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