Sara Bagherzadeh

Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals

Ahmad Shalbaf, Sara Bagherzadeh, Arash Maghsoudi · Physical and Engineering Sciences in Medicine · 2020 · 152 citations

Neuroimaging Biomarkers, Engineering, Psychiatry +10

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

Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals

Sara Bagherzadeh, Keivan Maghooli, Ahmad Shalbaf et al. · Cognitive Neurodynamics · 2022 · 59 citations · Full text

Cognitive Science, Computational Neuroscience, Neuroinformatics +11

Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals

Sara Bagherzadeh, Keivan Maghooli, Ahmad Shalbaf et al. · Biomedical Signal Processing and Control · 2022 · 45 citations

Emotional States, Emotion Recognition, Computational Neuroscience +12

A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-18

Sara Bagherzadeh, Mohammad Reza Norouzi, Sepideh Bahri Hampa et al. · Biomedical Signal Processing and Control · 2023 · 42 citations

Eeg Signal Processing, Affective Neuroscience, Wavelet Transform Maps +6