Classifying depression patients and normal subjects using machine learning techniques and nonlinear features from EEG signal. - Behshad Hosseinifard; Mohammad Hassan Moradi 001; Reza Rostami (Comput. Methods Programs Biomed., 2013)

On solving maximum and quickest interval-valued flows over time. - Reza Rostami; Ali Ebrahimnejad (J. Intell. Fuzzy Syst., 2016)

A mathematical and biological plausible model of decision-execution regulation in "Go/No-Go" tasks: Focusing on the fronto-striatal-thalamic pathway. - Golnaz Baghdadi; Farzad Towhidkhah; Reza Rostami (Comput. Biol. Medicine, 2017)

An electrophysiological model of working memory performance. - Golnaz Baghdadi; Farzad Towhidkhah; Reza Rostami (Cogn. Syst. Res., 2017)

EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis. - Khadijeh Sadatnejad; Saeed Shiry Ghidary; Reza Rostami; Reza Kazemi (CoRR, 2017)

A mathematical model of the interaction between bottom-up and top-down attention controllers in response to a target and a distractor in human beings. - Golnaz Baghdadi; Farzad Towhidkhah; Reza Rostami (Cogn. Syst. Res., 2019)

Using the concepts of time-delayed feedback control in biofeedback systems in children with ADD: A preliminary study. - Golnaz Baghdadi; Ateyeh Soroush; Farzad Towhidkhah; Reza Rostami (Commun. Nonlinear Sci. Numer. Simul., 2020)

Single Channel EEG Classification: A Case Study on Prediction of Major Depressive Disorder Treatment Outcome. - Fatemeh Hasanzadeh; Maryam Mohebbi; Reza Rostami (IEEE Access, 2021)

A Nonlinear Effective Connectivity Measure Based on Granger Causality and Volterra Series. - Fatemeh Hasanzadeh; Maryam Mohebbi; Reza Rostami (IEEE J. Biomed. Health Informatics, 2022)

Assessments of variability in cortical and subcortical measurements and within-network connectivity of the brain using test-retest data. - Hosna Tavakoli; Reza Rostami; Mohammad-Reza Nazem-Zadeh (EMBC, 2023)

Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder. - Mohsen Sadat Shahabi; Ahmad Shalbaf; Behrooz Nobakhsh; Reza Rostami; Reza Kazemi (Int. J. Neural Syst., 2023)

Prediction of treatment outcome for repetitive transcranial magnetic stimulation in major depressive disorder using connectivity measures and ensemble of pre-trained deep learning models. - Mohsen Sadat Shahabi; Behrooz Nobakhsh; Ahmad Shalbaf; Reza Rostami; Reza Kazemi (Biomed. Signal Process. Control., 2023)

An ensemble-based Machine learning technique for dyslexia detection during a visual continuous performance task. - Mona Zaree; Maryam Mohebbi; Reza Rostami (Biomed. Signal Process. Control., 2023)

EEG-based classification of individuals with neuropsychiatric disorders using deep neural networks: A systematic review of current status and future directions. - Mohsen Parsa; Habib Yousefi Rad; Hadi Vaezi; Gholam-Ali Hossein-Zadeh; Seyed Kamaledin Setarehdan; Reza Rostami; Hana Rostami; Abdol-Hossein Vahabie (Comput. Methods Programs Biomed., 2023)

Analysis of EEG-derived brain networks for predicting rTMS treatment outcomes in MDD patients. - Fatemeh Hasanzadeh; Maryam Mohebbi; Reza Rostami (Biomed. Signal Process. Control., 2024)

Investigation of the impact of cross-frequency coupling on the assessment of depression severity through the analysis of resting state EEG signals. - Parisa Raouf; Vahid Shalchyan; Reza Rostami (Biomed. Signal Process. Control., 2024)

The role of psychological, skill level and demographic variables in information-seeking behaviours in mental health professionals. - Ali Akbari; Mohsen Nowkarizi; Reza Rostami; Ali Moghimi (J. Inf. Sci., 2024)

Effective Connectivity Estimation by a Hybrid Neural Network, Empirical Wavelet Transform, and Bayesian Optimization. - Milad Esmaeil-Zadeh; Morteza Fattahi; Mohammad Soltani-Gol; Reza Rostami; Hamid Soltanian-Zadeh (IEEE J. Biomed. Health Informatics, 2024)

The utility of electroencephalographic measures in obsession compulsion disorder. - Alireza Talesh Jafadideh; Mehdi Ejtehadi; Asghar Zarei; Maryam Ansari Esfeh; Saeid Yazdi-Ravandi; Nasrin Matinnia; Farshid Shamsaei; Mohammad Ahmadpanah; Ali Ghaleiha; Asiyeh Rezaei Niyasar; Reza Rostami; Reza Khosrowabadi (Biomed. Signal Process. Control., 2025)

Dynamical pattern of successive bits to predict the outcomes of the SSRI and rTMS depression therapies using EEG signals. - Hesam Akbari; Wael Korani; Priyan Malarvizhi Kumar; Reza Rostami; Reza Kazemi (Comput. Biol. Medicine, 2025)

Noradrenergic and Dopaminergic modulation of meta-cognition and meta-control. - Sara Ershadmanesh; Sahar Rajabi; Reza Rostami; Rani Moran; Peter Dayan (PLoS Comput. Biol., 2025)