Classification of EEG data sets with Hilbert transform. - Mesut Seker; Mehmet Siraç Özerdem (SIU, 2016)

Classification of mental task EEG records using Hjorth parameters. - Ömer Türk; Mesut Seker; Veysi Akpolat; Mehmet Siraç Özerdem (SIU, 2017)

Spectrum estimation of odor EEG responses with parametric-nonparametric spectral analysis methods. - Mesut Seker; Mehmet Akin; Mehmet Siraç Özerdem (SIU, 2018)

Application of Higuchi's Fractal Dimension for the Statistical Analysis of Human EEG Responses to Odors. - Mesut Seker; Mehmet Siraç Özerdem (TSP, 2018)

EEG Coherence as a Neuro-marker for Diagnosis of Schizophrenia. - Mesut Seker; Mehmet Siraç Özerdem (SIU, 2020)

Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker. - Mesut Seker; Yagmur Özbek; Görsev Yener; Mehmet Siraç Özerdem (Comput. Methods Programs Biomed., 2021)

Investigating convolutional and transformer-based models for classifying Mild Cognitive Impairment using 2D spectral images of resting-state EEG. - Mesut Seker; Mehmet Siraç Özerdem (Biomed. Signal Process. Control., 2025)