Statistical approach for medical data analysis

Turker Tekin Erguzel
2016 National Conference on Electrical, Electronics and Biomedical Engineering (ELECO)

2016
A hybrid PSO-PID approach for trajectory tracking application of a liquid level control process

Turker Tekin Erguzel
An International Journal of Optimization and Control: Theories & Applications (IJOCTA) 5 ( 2) 63 -73

2
2015
Radiation shielding parameters of some antioxidants using Monte Carlo method

Huseyin Ozan Tekin , Mesut Karahan , Turker Tekin Erguzel , Tugba Manici
Journal of Biological Physics 44 ( 4) 579 -590

8
2018
Process control using genetic algorithm and ant colony optimization algorithm

Turker Tekin Erguzel , Erbil Akbay
Journal of Intelligent and Fuzzy Systems 26 ( 1) 501 -516

3
2014
Feature Selection and Classification of Electroencephalographic Signals: An Artificial Neural Network and Genetic Algorithm Based Approach

Turker Tekin Erguzel , Serhat Ozekes , Oguz Tan , Selahattin Gultekin
Clinical Eeg and Neuroscience 46 ( 4) 321 -326

28
2015
The Use of Quantitative EEG for Differentiating Frontotemporal Dementia From Late-Onset Bipolar Disorder.

Sinem Zeynep Metin , Turker Tekin Erguzel , Gulhan Ertan , Celal Salcini
Clinical Eeg and Neuroscience 49 ( 3) 171 -176

5
2018
Binomial Logistic Regression and Artificial Neural Network Methods to Classify Opioid-Dependent Subjects and Control Group Using Quantitative EEG Power Measures.

Turker Tekin Erguzel , Cemal Onur Noyan , Gul Eryilmaz , Barış Önen Ünsalver
Clinical Eeg and Neuroscience 50 ( 5) 303 -310

5
2019
Use of EEG for Predicting Treatment Response to Transcranial Magnetic Stimulation in Obsessive Compulsive Disorder

Sinem Zeynep Metin , Tugçe Balli Altuglu , Baris Metin , Turker Tekin Erguzel
Clinical Eeg and Neuroscience 51 ( 3) 139 -145

1
2020
Entropy: A Promising EEG Biomarker Dichotomizing Subjects With Opioid Use Disorder and Healthy Controls.

Turker Tekin Erguzel , Caglar Uyulan , Baris Unsalver , Alper Evrensel
Clinical Eeg and Neuroscience 51 ( 6) 373 -381

3
2020
Artificial intelligence approach to classify unipolar and bipolar depressive disorders

Turker Tekin Erguzel , Gokben Hizli Sayar , Nevzat Tarhan
Neural Computing and Applications 27 ( 6) 1607 -1616

15
2016
Discriminating schizophrenia and schizo-obsessive disorder: a structural MRI study combining VBM and machine learning methods

Cumhur Tas , Hazal Mogulkoc , Gul Eryilmaz , Isıl Gogcegoz-Gul
Neural Computing and Applications 29 ( 2) 377 -387

9
2018
Anatomical connectivity changes in bipolar disorder and schizophrenia investigated using whole-brain tract-based spatial statistics and machine learning approaches

Bernis Sutcubasi , Sinem Zeynep Metin , Turker Tekin Erguzel , Baris Metin
Neural Computing and Applications 31 ( 9) 4983 -4992

3
2019
A wrapper-based approach for feature selection and classification of major depressive disorder-bipolar disorders

Turker Tekin Erguzel , Cumhur Tas , Merve Cebi
Computers in Biology and Medicine 64 127 -137

30
2015
Gamma Shielding Properties of Erbium Zinc Tellurite Glass System Using Monte Carlo Method

Huseyin Ozan Tekin , Vishwanath P. Singh , Elif Ebru Altunsoy , Mesut Karahan
Journal of Testing and Evaluation 48 ( 2) 20180123 -1261

3
2020
A hybrid artificial intelligence method to classify trichotillomania and obsessive compulsive disorder

Turker Tekin Erguzel , Serhat Ozekes , Gokben Hizli Sayar , Oguz Tan
Neurocomputing 161 220 -228

6
2015
Ant Colony Optimization Based Feature Selection Method for QEEG Data Classification.

Turker Tekin Erguzel , Serhat Ozekes , Selahattin Gultekin , Nevzat Tarhan
Psychiatry Investigation 11 ( 3) 243 -250

13
2014
Neural Network Based Response Prediction of rTMS in Major Depressive Disorder Using QEEG Cordance

Turker Tekin Erguzel , Serhat Ozekes , Selahattin Gultekin , Nevzat Tarhan
Psychiatry Investigation 12 ( 1) 61 -65

45
2015
Analysis of Time – Frequency EEG Feature Extraction Methods for Mental Task Classification

Caglar Uyulan , Turker Tekin Erguzel
International Journal of Computational Intelligence Systems 10 ( 1) 1280 -1288

7
2017
The Journal of Neurobehavioral Sciences

Hüseyin Ozan Tekin , Turker Tekin Erguzel , Inci Karakas , Selçuk Duman

Machine learning approaches to predict repetitive transcranial magnetic stimulation treatment response in major depressive disorder

Turker Tekin Erguzel , Nevzat Tarhan
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016: Volume 2 391 -401

16
2018