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Journal Articles
- 2022
[j17]Serap Aydin
, Fatih Hilmi Çetin, Merve Çikili Uytun, Zehra Babadagi, Ahmet Sami Güven, Yasemen Isik:
Comparison of domain specific connectivity metrics for estimation brain network indices in boys with ADHD-C. Biomed. Signal Process. Control. 76: 103626 (2022)- [j16]Serap Aydin, Baris Akin:
Machine learning classification of maladaptive rumination and cognitive distraction in terms of frequency specific complexity. Biomed. Signal Process. Control. 77: 103740 (2022) - [j15]Serap Aydin:
Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State. Neuroinformatics 20(3): 627-639 (2022) - [j14]Berke Kiliç, Serap Aydin:
Classification of Contrasting Discrete Emotional States Indicated by EEG Based Graph Theoretical Network Measures. Neuroinformatics 20(4): 863-877 (2022) - 2020
- [j13]Serap Aydin:
Deep Learning Classification of Neuro-Emotional Phase Domain Complexity Levels Induced by Affective Video Film Clips. IEEE J. Biomed. Health Informatics 24(6): 1695-1702 (2020) - [j12]Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Müjdat Çetin:
Prediction of Reaction Time and Vigilance Variability From Spatio-Spectral Features of Resting-State EEG in a Long Sustained Attention Task. IEEE J. Biomed. Health Informatics 24(9): 2550-2558 (2020) - 2018
- [j11]Mehmet Akif Özçoban, Oguz Tan, Serap Aydin, Aydin Akan:
Decreased global field synchronization of multichannel frontal EEG measurements in obsessive-compulsive disorders. Medical Biol. Eng. Comput. 56(2): 331-338 (2018) - [j10]Serap Aydin, Serdar Demirtas, Sinan Yetkin:
Cortical correlations in wavelet domain for estimation of emotional dysfunctions. Neural Comput. Appl. 30(4): 1085-1094 (2018) - [j9]Serap Aydin, Serdar Demirtas, M. Alper Tunga, Kahraman Ates:
Comparison of hemispheric asymmetry measurements for emotional recordings from controls. Neural Comput. Appl. 30(4): 1341-1351 (2018) - 2016
- [j8]Serap Aydin, Serdar Demirtas, Kahraman Ates, M. Alper Tunga:
Emotion Recognition with Eigen Features of Frequency Band Activities Embedded in Induced Brain Oscillations Mediated by Affective Pictures. Int. J. Neural Syst. 26(3): 1650013:1-1650013:16 (2016) - 2015
- [j7]Serap Aydin, Nafiz Arica, Emrah Ergul, Oguz Tan:
Classification of Obsessive Compulsive Disorder by EEG Complexity and Hemispheric Dependency Measurements. Int. J. Neural Syst. 25(3): 1550010:1-1550010:16 (2015) - [j6]Serap Aydin, M. Alper Tunga, Sinan Yetkin:
Mutual Information Analysis of Sleep EEG in Detecting Psycho-Physiological Insomnia. J. Medical Syst. 39(5): 43 (2015) - 2012
- [j5]Mehmet Aksahin, Serap Aydin, Hikmet Firat, Osman Erogul:
Artificial Apnea Classification with Quantitative Sleep EEG Synchronization. J. Medical Syst. 36(1): 139-144 (2012) - 2011
- [j4]Serap Aydin, Hamdi Melih Saraoglu, Sadik Kara:
Singular Spectrum Analysis of Sleep EEG in Insomnia. J. Medical Syst. 35(4): 457-461 (2011) - [j3]Serap Aydin:
Computer Based Synchronization Analysis on Sleep EEG in Insomnia. J. Medical Syst. 35(4): 517-520 (2011) - 2009
- [j2]Serap Aydin:
A new combination: scale-space filtering of projected brain activities. Medical Biol. Eng. Comput. 47(4): 435-440 (2009) - 2008
- [j1]Serap Aydin:
Tikhonov regularized solutions for improvement of signal-to-noise ratio in case of auditory-evoked potentials. Medical Biol. Eng. Comput. 46(10): 1051-1056 (2008)
Conference and Workshop Papers
- 2020
- [c6]Baris Akin, Serap Aydin:
Influence of Emotion Regulation Strategies in Spontaneous Neuro-Cortical Activities. SIU 2020: 1-4 - 2019
- [c5]Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Sara Atito Ali Ahmed, Serap Aydin, Müjdat Çetin:
Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks. EMBC 2019: 676-679 - 2018
- [c4]Kemal Aydemir, Serap Aydin:
Smart classification of normal and aggressive muscle actions. SIU 2018: 1-4 - [c3]Serap Aydin, Çagdas Güdücü, Firat Kutluk, Adile Öniz Özgören, Murat Özgören:
A case study on auditory brain activations relative to musical experience by means of eeg complexity levels. SIU 2018: 1-4 - [c2]Gunet Eroglu, Serap Aydin, Müjdat Çetin, Selim Balcisoy:
Improving cognitive functions of dyslexies using multi-sensory learning and EEG neurofeedback. SIU 2018: 1-4 - 2017
- [c1]Serap Aydin, Oguz Tan:
Classification of band-specific regional hemispheric connectivity in obsessive compulsive disorder. SIU 2017: 1-4
Informal and Other Publications
- 2019
- [i1]Mastaneh Torkamani-Azar, Sumeyra Demir Kanik, Serap Aydin, Müjdat Çetin:
Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task. CoRR abs/1910.10076 (2019)
Coauthor Index
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