Biomedical Engineering | Neurology | Neurosurgery A Review of Motor Brain-Computer Interfaces using Intracranial Electroencephalography based on Surface Electrodes and Depth Electrodes. July 1, 2024
Biomedical Engineering | Neurology Transfer Learning with Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-centre Data. July 1, 2024
Neurology | Sleep Medicine Automatic Sleep Stage Classification Using Nasal Pressure Decoding Based on a Multi-Kernel Convolutional BiLSTM Network. June 28, 2024
Neurology | Rehabilitation Medicine Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation. June 20, 2024
Neurology | Sleep Medicine SleepFC: Feature Pyramid and Cross-Scale Context Learning for Sleep Staging. June 19, 2024
Neurology | Sleep Medicine Multi-Modal Sleep Stage Classification With Two-Stream Encoder-Decoder. June 7, 2024
Neurology | Radiology DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification. May 22, 2024
Biomedical Engineering | Orthopedics | Rehabilitation Medicine Deep Learning for Electromyographic Lower-Limb Motion Signal Classification Using Residual Learning. May 21, 2024
Neurology | Neuroscience Classifying Routine Clinical Electroencephalograms with Multivariate Iterative Filtering and Convolutional Neural Networks. May 20, 2024
Imaging | Neurology A Siamese Convolutional Neural Network for Identifying Mild Traumatic Brain Injury and Predicting Recovery. May 9, 2024
Neurology | Psychiatry TASA: Temporal Attention with Spatial Autoencoder Network for Odor-induced Emotion Classification Using EEG. May 9, 2024
Orthopedics | Physical Therapy BiLSTM-based joint torque prediction from mechanomyogram during isometric contractions: A proof of concept study. May 9, 2024