Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach - Saeedi, Abdolkarim; Saeedi, Maryam; Maghsoudi, Arash; Shalbaf, Ahmad (Cognitive neurodynamics, 2021)
Keywords: Algorithms; Artificial Intelligence; Artificial neural networks; Automation; Biochemistry; Biomedical and Life Sciences; Biomedicine; Brain; Classification; Cognitive Psychology; Computer Science; Connectivity analysis; Deep learning; Diagnosis; EEG; Electroencephalography; Fourier transforms; Fractals; Frequencies; Long short-term memory; Machine learning; Medical imaging; Memory; Mental depression; Mental disorders; Neural networks; Neurosciences; Patients; Power; Research Article; Temporal resolution; Transfer functions; Deep learning; Long short-term memory; Major depression disorder; Electroencephalography; Convolutional neural network; Effective connectivity