Developing an EEG-based emotion recognition using ensemble deep learning methods and fusion of brain effective connectivity maps

S Bagherzadeh, A Shalbaf, A Shoeibi, M Jafari… - IEEE …, 2024 - ieeexplore.ieee.org
The objective of this paper is to develop a novel emotion recognition system from
electroencephalogram (EEG) signals using effective connectivity and deep learning …

Prediction of treatment response in major depressive disorder using a hybrid of convolutional recurrent deep neural networks and effective connectivity based on EEG …

SM Mirjebreili, R Shalbaf, A Shalbaf - Physical and Engineering Sciences …, 2024 - Springer
In this study, we have developed a novel method based on deep learning and brain effective
connectivity to classify responders and non-responders to selective serotonin reuptake …

[引用][C] Brain Activity Flow and Machine Learning for Predicting Drug Response in Patients

SM Mirjebreili, R Shalbaf, A Shalbaf - IEEE Transactions on Cognitive and …, 2023