Merve Çebi

Major Depressive Disorder Classification Based on Different Convolutional Neural Network Models: Deep Learning Approach

Çağlar Uyulan, Türker Tekin Erguzel, Hüseyin Ünübol et al. · Clinical EEG and Neuroscience · 2020 · 141 citations

Convolutional Neural Network, Healthy Subjects, Neurophysiological Biomarkers +25

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

Türker Tekin Erguzel, Cumhur Taş, Merve Çebi · Computers in Biology and Medicine · 2015 · 77 citations

Engineering, Psychiatry, Data Mining +13

EEG power, cordance and coherence differences between unipolar and bipolar depression

Cumhur Taş, Merve Çebi, Oğuz Tan et al. · Journal of Affective Disorders · 2014 · 64 citations

Affective Neuroscience, Social Sciences, Mood Symptom +16

COST: Cognitive State Test, a brief screening battery for Alzheimer disease in illiterate and literate patients

Gülsen Babacan-Yıldız, Emel Ur, Emine Aydemir et al. · International Psychogeriatrics · 2012 · 40 citations · Full text

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

Türker Tekin Erguzel, Cemal Onur Noyan, Gül Eryılmaz et al. · Clinical EEG and Neuroscience · 2019 · 26 citations

Opioid Epidemic, Machine Learning, Binomial Logistic Regression +25