Publications in collaboration with researchers from Islamic Azad University, Tehran (9)

2024

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

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. Automatic diagnosis of schizophrenia and attention deficit hyperactivity disorder in rs-fMRI modality using convolutional autoencoder model and interval type-2 fuzzy regression

    Cognitive Neurodynamics, Vol. 17, Núm. 6, pp. 1501-1523

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

    Computers in Biology and Medicine, Vol. 165

2022

  1. An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works

    Computers in Biology and Medicine, Vol. 146

  2. An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works

    Computers in Biology and Medicine, Vol. 149

  3. Automatic autism spectrum disorder detection using artificial intelligence methods with MRI neuroimaging: A review

    Frontiers in Molecular Neuroscience, Vol. 15

  4. Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies

    Biomedical Signal Processing and Control, Vol. 73

2021

  1. Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review

    Computers in Biology and Medicine, Vol. 136

  2. Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models

    Frontiers in Neuroinformatics, Vol. 15