Mohsen Sadat Shahabi

Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal

Sara Bagherzadeh, Mohsen Sadat Shahabi, Ahmad Shalbaf · Computers in Biology and Medicine · 2022 · 79 citations

Neuroimaging Biomarkers, Neuroimaging Modality, Psychiatry +11

Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG

Mohsen Sadat Shahabi, Ahmad Shalbaf, Arash Maghsoudi · Journal of Applied Biomedicine · 2021 · 73 citations

Neuroimaging Biomarkers, Convolutional Neural Network, Psychiatry +14

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 et al. · International Journal of Neural Systems · 2022 · 33 citations

Social Sciences, Neurology, Cognitive Neuroscience +17

A convolutional recurrent neural network with attention for response prediction to repetitive transcranial magnetic stimulation in major depressive disorder

Mohsen Sadat Shahabi, Ahmad Shalbaf, Reza Rostami et al. · Scientific Reports · 2023 · 27 citations · Full text

Affective Neuroscience, Deep Learning Model, Social Sciences +24

Prediction of Treatment Outcome in Major Depressive Disorder Using Ensemble of Hybrid Transfer Learning and Long Short-Term Memory Based on EEG Signal

Mohsen Sadat Shahabi, Ahmad Shalbaf · IEEE Transactions on Cognitive and Developmental Systems · 2022 · 19 citations

Convolutional Neural Network, Neuropsychology, Psychopathology +25