Yazar "Kucuk, Hanife" için listeleme
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Classification of ALS Disease Using Support Vector Machines
Kucuk, Hanife; Eminoglu, Ilyas (Ieee, 2015)In this study, SVM (Support Vector Machine) algorithm is used for the diagnosis of ALS which is the most common type of motor neuron disease. Before classification of EMG data with SVM (Support Vector Machine); pre-processing, ... -
Classification of EMG Signals by K-Nearest Neighbor Algorithm and Support Vector Machine Methods
Kucuk, Hanife; Tepe, Cengiz; Eminoglu, Ilyas (Ieee, 2013)Electromyography (EMG) is a medical measurement system. EMG measurements are required for the diagnosis of some diseases and used in order to facilitate physicians' work. In this study, MUAPs' in an EMG data set that ... -
Classification of neuromuscular diseases with artificial intelligence methods
Kucuk, Hanife; Eminoglu, Ilyas; Balci, Kemal (Gazi Univ, Fac Engineering Architecture, 2019)In this study, a classification structure consisting of five processing stages was organized for the diagnosis of ALS and Myopathic diseases, the most common types of neuromuscular diseases.EMG (Electromyogram) signals ... -
Neuromuscular Disease Diagnosis of SVM, K-NN and DA Algorithm Based Classification Part-I
Kucuk, Hanife; Eminoglu, Ilyas (Ieee, 2015)This study includes a classification structure consisting of first three stages for the automatic diagnosis of the neuromuscular disease of ALS (Amyotrophic Lateral Sclerosis) and myopathy being a muscular disease. In this ... -
Neuromuscular Disease Diagnosis of SVM, K-NN and DA Algorithm Based Classification Part-II
Kucuk, Hanife; Eminoglu, Ilyas (Ieee, 2015)This study includes a classification structure consisting of second part for the automatic diagnosis of the neuromuscular disease of ALS (Amyotrophic Lateral Sclerosis) and myopathy being a muscular disease. In this study ...
