Robust activation detection methods for real-time and offline fMRI analysis. - Kaya Oguz; Muhammed Gökhan Cinsdikici; Ali Saffet Gonul (Comput. Methods Programs Biomed., 2017)

Detection and evaluation of activation instances as change points in functional MR images. - Cemre Candemir; Kaya Oguz; Serdar Korukoglu; Ali Saffet Gonul (SIU, 2018)

Classification of Patients with Bipolar Disorder and Their Healthy Siblings from Healthy Controls Using MRI. - Ozkan Cigdem; Erencan Horuz; Refik Soyak; Burhan Aydeniz; Aysu Sulucay; Kaya Oguz; Hasan Demirel; Omer Kitis; Cagdas Eker; Ali Saffet Gonul; Devrim Ünay (MeMeA, 2019)

DenseNet and Support Vector Machine classifications of major depressive disorder using vertex-wise cortical features. - Vladimir Belov; Tracy Erwin-Grabner; Ling-Li Zeng; Christopher R. K. Ching; André Aleman; Alyssa R. Amod; Zeynep Basgoze; Francesco Benedetti; Bianca Besteher; Katharina Brosch; Robin Bülow; Romain Colle; et al. (CoRR, 2023)

Automatic Detection of Emotional Changes Induced by Social Support Loss Using fMRI. - Cemre Candemir; Ali Saffet Gonul; M. Alper Selver (IEEE Trans. Affect. Comput., 2023)

Diverse Task Classification from Activation Patterns of Functional Neuro-Images Using Feature Fusion Module. - Osman Tayfun Biskin; Cemre Candemir; Ali Saffet Gonul; Mustafa Alper Selver (Sensors, 2023)

DepressionEmo: A novel dataset for multilabel classification of depression emotions. - Abu Bakar Siddiqur Rahman; Hoang Thang Ta; Lotfollah Najjar; Azad Azadmanesh; Ali Saffet Gönül (CoRR, 2024)

The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective. - Cemre Candemir; Vahid Khalilpour Akram; Ali Saffet Gonul (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

The brain's internal echo: Longer timescales, stronger recurrent connections and higher neural excitation in self regions. - Kaan Keskin; Yasir Çatal; Angelika Wolman; Mehmet Cagdas Eker; Ali Saffet Gonul; Georg Northoff (NeuroImage, 2025)