Neurology | Psychiatry A systematic review of EEG based automated schizophrenia classification through machine learning and deep learning. February 29, 2024
Machine Learning | Neurology | Psychiatry MISNet: multi-source information-shared EEG emotion recognition network with two-stream structure. February 29, 2024
Neurocritical Care | Neurology Real-Time Non-Invasive Imaging and Detection of Spreading Depolarizations through EEG: An Ultra-Light Explainable Deep Learning Approach. February 27, 2024
Geriatrics | Neurology Monitoring Disease Severity of Mild Cognitive Impairment from Single-Channel EEG Data Using Regression Analysis. February 24, 2024
Neurology | Pediatrics | Psychiatry A novel approach to identify the brain regions that best classify ADHD by means of EEG and deep learning. February 21, 2024
Neurology | Sleep Medicine Improving the detection of sleep slow oscillations in electroencephalographic data. February 20, 2024
Biomedical Engineering | Neurology A Novel Data Augmentation Approach Using Mask Encoding for Deep Learning-Based Asynchronous SSVEP-BCI. February 19, 2024
Neurology | Psychiatry Identification of autism spectrum disorder based on electroencephalography: A systematic review. February 1, 2024
Neurology | Psychiatry DiffMDD: A Diffusion-based Deep Learning Framework for MDD Diagnosis Using EEG. January 31, 2024
Education | Machine Learning | Neurology Deep learning-based assessment model for Real-time identification of visual learners using Raw EEG. January 9, 2024
Computer Science | Neurology AGL-Net: An Efficient Neural Network for EEG-Based Driver Fatigue Detection. January 4, 2024
Affective Computing | Neurology Instantaneous estimation of momentary affective responses using neurophysiological signals and a spatiotemporal emotional intensity regression network. December 31, 2023