Tikhonov regularized solutions for improvement of signal-to-noise ratio in case of auditory-evoked potentials. - Serap Aydin (Medical Biol. Eng. Comput., 2008)

A new combination: scale-space filtering of projected brain activities. - Serap Aydin (Medical Biol. Eng. Comput., 2009)

Computer Based Synchronization Analysis on Sleep EEG in Insomnia. - Serap Aydin (J. Medical Syst., 2011)

Singular Spectrum Analysis of Sleep EEG in Insomnia. - Serap Aydin; Hamdi Melih Saraoglu; Sadik Kara (J. Medical Syst., 2011)

Artificial Apnea Classification with Quantitative Sleep EEG Synchronization. - Mehmet Aksahin; Serap Aydin; Hikmet Firat; Osman Erogul (J. Medical Syst., 2012)

Classification of Obsessive Compulsive Disorder by EEG Complexity and Hemispheric Dependency Measurements. - Serap Aydin; Nafiz Arica; Emrah Ergul; Oguz Tan (Int. J. Neural Syst., 2015)

Mutual Information Analysis of Sleep EEG in Detecting Psycho-Physiological Insomnia. - Serap Aydin; M. Alper Tunga; Sinan Yetkin (J. Medical Syst., 2015)

Emotion Recognition with Eigen Features of Frequency Band Activities Embedded in Induced Brain Oscillations Mediated by Affective Pictures. - Serap Aydin; Serdar Demirtas; Kahraman Ates; M. Alper Tunga (Int. J. Neural Syst., 2016)

Classification of band-specific regional hemispheric connectivity in obsessive compulsive disorder. - Serap Aydin; Oguz Tan (SIU, 2017)

Smart classification of normal and aggressive muscle actions. - Kemal Aydemir; Serap Aydin (SIU, 2018)

A case study on auditory brain activations relative to musical experience by means of eeg complexity levels. - Serap Aydin; Çagdas Güdücü; Firat Kutluk; Adile Öniz Özgören; Murat Özgören (SIU, 2018)

Improving cognitive functions of dyslexies using multi-sensory learning and EEG neurofeedback. - Gunet Eroglu; Serap Aydin; Müjdat Çetin; Selim Balcisoy (SIU, 2018)

Decreased global field synchronization of multichannel frontal EEG measurements in obsessive-compulsive disorders. - Mehmet Akif Özçoban; Oguz Tan; Serap Aydin; Aydin Akan (Medical Biol. Eng. Comput., 2018)

Comparison of hemispheric asymmetry measurements for emotional recordings from controls. - Serap Aydin; Serdar Demirtas; M. Alper Tunga; Kahraman Ates (Neural Comput. Appl., 2018)

Cortical correlations in wavelet domain for estimation of emotional dysfunctions. - Serap Aydin; Serdar Demirtas; Sinan Yetkin (Neural Comput. Appl., 2018)

Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks. - Mastaneh Torkamani-Azar; Sumeyra Demir Kanik; Sara Atito Ali Ahmed; Serap Aydin; Müjdat Çetin (EMBC, 2019)

Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task. - Mastaneh Torkamani-Azar; Sumeyra Demir Kanik; Serap Aydin; Müjdat Çetin (CoRR, 2019)

Influence of Emotion Regulation Strategies in Spontaneous Neuro-Cortical Activities. - Baris Akin; Serap Aydin (SIU, 2020)

Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips. - Serap Aydin (IEEE J. Biomed. Health Informatics, 2020)

Prediction of Reaction Time and Vigilance Variability From Spatio-Spectral Features of Resting-State EEG in a Long Sustained Attention Task. - Mastaneh Torkamani-Azar; Sumeyra Demir Kanik; Serap Aydin; Müjdat Çetin (IEEE J. Biomed. Health Informatics, 2020)

Machine learning classification of maladaptive rumination and cognitive distraction in terms of frequency specific complexity. - Serap Aydin; Baris Akin (Biomed. Signal Process. Control., 2022)

Comparison of domain specific connectivity metrics for estimation brain network indices in boys with ADHD-C. - Serap Aydin; Fatih Hilmi Çetin; Merve Çikili Uytun; Zehra Babadagi; Ahmet Sami Güven; Yasemen Isik (Biomed. Signal Process. Control., 2022)

Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State. - Serap Aydin (Neuroinformatics, 2022)

Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures. - Berke Kiliç; Serap Aydin (Neuroinformatics, 2022)