Sara Bagherzadeh

According to our database, Sara Bagherzadeh authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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, Amirhesam Ghasri, Pouya Tolou Kouroshi, Saman Hosseininasab, Mohammad Amin Ghasem Zadeh, Ali Motie Nasrabadi

Biomed. Signal Process. Control., 2024

Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps.

Sara Bagherzadeh, Ahmad Shalbaf, Afshin Shoeibi, Mahboobeh Jafari, Ru San Tan, U. Rajendra Acharya

IEEE Access, 2024

Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models.

Afshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz

Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

2023

Emotion recognition in EEG signals using deep learning methods: A review.

Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, Sara Bagherzadeh, Ahmad Shalbaf, David López-García, Juan Manuel Górriz, U. Rajendra Acharya

Comput. Biol. Medicine, October, 2023

2022

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

Sara Bagherzadeh, Mohsen Sadat Shahabi, Ahmad Shalbaf

Comput. Biol. Medicine, 2022

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

Sara Bagherzadeh, Keivan Maghooli, Ahmad Shalbaf, Arash Maghsoudi

Biomed. Signal Process. Control., 2022