IMPROVING DIAGNOSTIC ACCURACY BY SUPPORTING THE LABORATORY TESTS WHICH USED FOR DIAGNOSIS OF FIBROMYALGIA SYNDROME WITH THE SYMPATHETIC SKIN RESPONSE PARAMETERS
Journal Name:
- Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
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Author Name | University of Author | Faculty of Author |
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Abstract (2. Language):
In this study, values that were obtained from the blood samples results of Fibromyalgia syndrome (FMS) patients and healthy subjects in the laboratory conditions and the measurements of the sympathetic skin response (SSR) were recorded in Suleyman Demirel University, Faculty of Medicine. Calculated SSR parameters by using Matlab software and the laboratory tests were analyzed separately by artificial neural networks (ANN) and the percentage of accuracy in the diagnosis of FMS was extracted. Later, these two data groups were analyzed together by ANN and the effect of SSR parameters was investigated in the diagnosis of FMS.
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Abstract (Original Language):
Bu çalışmada, Süleyman Demirel Üniversitesi Tıp Fakültesi’nde seçilen tanısı konmuş fibromiyalji sendromlu (FMS) hastalardan ve sağlıklı deneklerden laboratuar ortamında alınan kan örneklerinin analiziyle elde edilen değerler ve yapılan sempatik deri cevabı (SSR) ölçümleri kaydedildi. Matlab yazılımı kullanılarak hesaplanan SSR parametreleri ve laboratuar testleri ayrı ayrı yapay sinir ağlarıyla (YSA) analiz edilerek hastalığın teşhisinde doğruluk yüzdeleri çıkarıldı. Daha sonra bu iki veri grubu bir arada YSA ile analiz edildi ve FMS’nin teşhisinde SSR parametrelerinin etkisi incelendi.
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