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Sara Bagherzadeh
Observed names:
Bagherzadeh, Sara,
S. Bagherzadeh
Institutions:
Islamic Azad University, Tehran,
Islamic Azad University, Science and Research Branch
Observed institutions:
Islamic Azad University, Tehran,
Islamic Azad University, Science and Research Branch,
Islamic Azad University, Isfahan,
Islamic Azad University of Najafabad
ORCID:
0000-0003-2980-8866
Observed ORCID:
0000-0003-2980-8866
OpenAlex ID:
A5040665142
Emotion recognition in EEG signals using deep learning methods: A review
2023
·
Mahboobeh Jafari
, Afshin Shoeibi
, et al.
·
Computers in Biology and Medicine
·
250
Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals
2020
·
Ahmad Shalbaf
, Sara Bagherzadeh
, et al.
·
Physical and Engineering Sciences in Medicine
·
168
Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal
2022
·
Sara Bagherzadeh
, Mohsen Sadat Shahabi
, et al.
·
Computers in Biology and Medicine
·
98
Classification of mental workload using brain connectivity and machine learning on electroencephalogram data
2024
·
MohammadReza Safari
, Reza Shalbaf
, et al.
·
Scientific Reports
·
85
PDF
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals
2022
·
Sara Bagherzadeh
, Keivan Maghooli
, et al.
·
Cognitive Neurodynamics
·
70
Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps
2024
·
Sara Bagherzadeh
, Ahmad Shalbaf
, et al.
·
IEEE Access
·
66
PDF
A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-18
2023
·
Sara Bagherzadeh
, Mohammad Reza Norouzi
, et al.
·
Biomedical Signal Processing and Control
·
57
Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals
2022
·
Sara Bagherzadeh
, Keivan Maghooli
, et al.
·
Biomedical Signal Processing and Control
·
54
A Hybrid EEG-based Emotion Recognition Approach Using Wavelet Convolutional Neural Networks and Support Vector Machine
2021
·
Sara Bagherzadeh
, Keivan Maghooli
, et al.
·
Basic and Clinical Neuroscience Journal
·
34
PDF
Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform
2025
·
Sara Bagherzadeh
, Mohammad Reza Norouzi
, et al.
·
Scientific Reports
·
30
PDF
EEG-based schizophrenia detection using fusion of effective connectivity maps and convolutional neural networks with transfer learning
2024
·
Sara Bagherzadeh
, Ahmad Shalbaf
·
Cognitive Neurodynamics
·
29
Emotion Recognition from Physiological Signals Using Parallel Stacked Autoencoders
2018
·
S. Bagherzadeh
, K. Maghooli
, et al.
·
Neurophysiology
·
25
Classification of mental workload with EEG analysis by using effective connectivity and a hybrid model of CNN and LSTM
2024
·
MohammadReza Safari
, Reza Shalbaf
, et al.
·
Computer Methods in Biomechanics & Biomedical Engineering
·
23
Emotion Recognition Using Continuous Wavelet Transform and Ensemble of Convolutional Neural Networks through Transfer Learning from Electroencephalogram Signal
2022
·
Sara Bagherzadeh
, Keivan Maghooli
, et al.
·
Frontiers in biomedical technologies
·
22
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models
2024
·
Afshin Shoeibi
, Marjane Khodatars
, et al.
·
Lecture notes in computer science
·
21
ASEEG: Atieh Schizophrenia EEG, a novel high-quality dataset designed to advance biomarker research
2025
·
Bagherzadeh, Sara
, Norouzi, MohammadReza
, et al.
·
Zenodo (CERN European Organization for Nuclear Research)
·
3
Atieh Schizophrenia EEG, a novel high-quality dataset designed to advance biomarker and machine learning research
2026
·
Sara Bagherzadeh
, Mohammadreza Norouzi
, et al.
·
Scientific Data
·
2
PDF
Evaluation of EEG Synchronization in Autistic Children Using Cross-Sample Entropy and Cross-Approximate Entropy
2015
·
Sara Bagherzadeh
, Ali Sheikhani
, et al.
·
2
Personalized prediction of response to selective serotonin reuptake inhibitors (SSRIs) treatment for major depression disorder using deep learning networks from connectivity maps of EEG
2026
·
Javid Farhadi Sedehi
, Sara Bagherzadeh
·
Scientific Reports
·
1
PDF
Towards the Development of a Deep Learning Framework Using Adaptive and Non-Adaptive Time-Frequency Features for EEG-Based Depression Therapy Prediction
2026
·
Hesam Akbari
, Sara Bagherzadeh
, et al.
·
Brain Sciences
·
1
PDF
Detection of schizophrenia patients using convolutional neural networks from brain effective connectivity maps of electroencephalogram signals
2021
·
Sara Bagherzadeh
, Arash Maghsoudi
, et al.
·
DOAJ (DOAJ: Directory of Open Access Journals)
·
1
Explainable EEG Foundation Models for Schizophrenia Detection Across Independent Datasets
2026
·
Pouya Tolou Kouroshi
, Sara Bagherzadeh
, et al.
·
Research Square
An explainable hierarchical machine learning framework for schizophrenia biomarker detection based on electroencephalogram signals
2026
·
Mohammadreza Norouzi
, Fatemeh Farokhshad
, et al.
·
Research Square
PDF
Explainable schizophrenia detection using fusion of convolutional neural network and vision transformer from electroencephalogram
2026
·
Sara Bagherzadeh
, Mohammadreza Norouzi
, et al.
·
Scientific Reports
PDF
Explainable Residual CNNs for MRI-Based Alzheimer’s Staging: Multi-Dataset Evaluation with Subject-Independent Validation
2026
·
Amirhesam Ghasri
, Sepideh Bahri Hampa
, et al.
·
SSRN Electronic Journal
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Works count:
30
Citation count:
1,042
H-index:
15
I10-index:
15
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