Neurology B2-ViT Net: Broad Vision Transformer Network with Broad Attention for Seizure Prediction. December 25, 2023
Neurology | Neurosurgery Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. December 16, 2023
Machine Learning | Neurology Prediction of brain sex from EEG: using large-scale heterogeneous dataset for developing a highly accurate and interpretable ML model. December 13, 2023
Machine Learning | Neurology | Psychiatry Mild Cognitive Impairment Detection with Machine Learning and Topological Data Analysis Applied to EEG Time-series in Facial Emotion Oddball Paradigm. December 12, 2023
Cognitive Psychology | Neuroscience Early Detection of Human Decision-Making in Concealed Object Visual Searching Tasks: An EEG-BiLSTM Study. December 12, 2023
Neurology | Psychiatry Objective Depression Detection Using EEG and Eye Movement Signals Induced by Oil Paintings. December 12, 2023
Neurology A novel automated Parkinson’s disease identification approach using deep learning and EEG. December 11, 2023
Biomedical Engineering | Neurology Hybrid optimization assisted channel selection of EEG for deep learning model-based classification of motor imagery task. November 7, 2023
Biomedical Engineering | Neurology A learnable EEG channel selection method for MI-BCI using efficient channel attention. November 6, 2023
Biomedical Engineering | Neurology Deep temporal networks for EEG-based motor imagery recognition. November 2, 2023
Neurology | Neuroscience | Psychiatry Identifying sex differences in EEG-based emotion recognition using graph convolutional network with attention mechanism. October 31, 2023
Machine Learning | Neurology | Psychiatry Improving Multichannel Raw Electroencephalography-based Diagnosis of Major Depressive Disorder via Transfer Learning with Single Channel Sleep Stage Data. October 24, 2023