Yazar "Göker, İmran" için listeleme
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Classification of juvenile myoclonic epilepsy data acquired through scanning electromyography with machine learning algorithms
Göker, İmran; Osman, Onur; Özekes, Serhat; Baslo, Mehmet Barış; Ertaş, Mustafa; Ülgen, Yekta (Springer, 2012)In this paper, classification of Juvenile Myoclonic Epilepsy (JME) patients and healthy volunteers included into Normal Control (NC) groups was established using Feed-Forward Neural Networks (NN), Support Vector Machines ... -
Classification of Neuromuscular Diseases in Neuromuscular Junction and Tendon Recordings with Needle EMG by Using Welch's Method
Artuğ, Tuğrul; Osman, Onur; Göker, İmran; Baslo, Barış (IEEE, 2017)In 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 ... -
Classification of Neuromuscular Junction and Tendon Recordings of Neuromuscular Diseases by Their Spectrogram
Artuğ, Tuğrul; Göker, İmran; Osman, Onur; Baslo, Barış (IEEE, 2017)In this study, the effect of spectrograms from neuromuscular junction and tendon records for normal, neurogenic and myopathic motor units being constructed via EMG Simulator v3.6 on the differential diagnosis were investigated. ... -
Design, Implementation and Performance Analysis of a Microcontroller based Wireless Electromyography Device
Aktan, Mehmet Emin; Göker, İmran; Akdoğan, Erhan; Öztürk, Bedirhan (IEEE, 2017)Elektromyography (EMG) signals are the electrical signals that are emerged by muscular contraction. In this study, a wireless EMG device was designed and implemented. The EMG signals are collected by surface electrodes, ... -
Detection and conditioning of EMG
Göker, İmran (IGI-Global Publications, 2014)In this chapter, the monitoring of the electrical activity of skeletal muscles is depicted. The main components of the detection and conditioning of the EMG signals is explained in the sense of the biomedical instrumentation. ... -
Determining Phase Duration of Scanning EMG Signals
Artuğ, Tuğrul; Osman, Onur; Göker, İmran; Baslo, Barış; Bolat, Bülent (IEEE, 2015)There are more than one motor unit activities recorded simultaneously during scanning EMG recordings. It is not possible to determine the phase duration correctly by inspecting only one sweep. The other motor unit activities, ... -
The effect of recording site on extracted features of motor unit action potential
Artuğ, N. Tuğrul; Göker, İmran; Bolat, Bülent; Osman, Onur; Kocasoy Orhan, Elif; Baslo, M. Barış (Elsevier, 2016)Motor unit action potential (MUAP), which consists of individual muscle fiber action potentials (MFAPs), represents the electrical activity of the motor unit. The values of the MUAP features are changed by denervation and ... -
Feature Extraction and Classification of Neuromuscular Diseases Using Scanning EMG
Artuğ, Necdet Tuğrul; Bolat, Bülent; Osman, Onur; Göker, İmran; Tulum, Gökalp; Baslo, Mehmet Barış (IEEE, 2014)In this study a new dataset are prepared for neuromuscular diseases using scanning EMG method and four new features are extracted. These features are maximum amplitude, phase duration at the maximum amplitude, maximum ... -
Investigation of the Effect of Fiber Diameter Variability via Recording from Tendon via of Single Fiber Electromyography
Göker, İmran; Artuğ, N. Tuğrul; Baslo, M. Barış (IEEE, 2015)In this preliminary study, two muscle fibers which one of them had a constant fiber diameter and the other had a variable fiber diameter were created by using an EMG simulator. Single Muscle Fiber Action Potentials (SMFAPs) ... -
Investigation of the Relationship between the Motor Unit Number Estimate (MUNE) and the Mean Slope of the Stimulus-Response (SR) Curve of the Compound Muscle Action Potential (CMAP) Scan
Göker, İmran (Avrupa Bilim ve Teknoloji Dergisi, 2021)The goal of this study is to elicit the relationship between the MUNE and the Mean Slope of the SR Curve of the CMAP Scan. Introduction: MUNE is used to diagnose and to monitor the Neuromuscular Disorders. CMAP Scan is a ... -
New features for scanned bioelectrical activity of motor unit in health and disease
Artuğ, Necdet Tuğrul; Göker, İmran; Bolat, Bülent; Osman, Onur; Orhan, Elif Kocasoy; Baslo, M. Barış (Elsevier, 2018-03)The present study aims to find new features that support the differential diagnosis of neuromuscular diseases. Scanning EMG is an experimental method developed for understanding the motor unit organization and for observing ...
