Bioinformatics | Neurology | Neurophysiology Improving automated diagnosis of epilepsy from EEGs beyond IEDs. October 21, 2022
Neurology | Neurophysiology Epileptic seizure prediction using successive variational mode decomposition and transformers deep learning network. October 13, 2022
Medical Informatics | Neurology | Neurophysiology A medium-weight deep convolutional neural network-based approach for onset epileptic seizures classification in EEG signals. October 5, 2022
Neonatology | Neurophysiology Sleep State Trend (SST), a bedside measure of neonatal sleep state fluctuations based on single EEG channels. September 26, 2022
Neurology | Neurophysiology | Neurosurgery Machine Learning Approaches to Classify Anatomical Regions in Rodent Brain from High Density Recordings. September 10, 2022
Neurology | Neurophysiology Deep learning based feature extraction for prediction and interpretation of sharp-wave ripples in the rodent hippocampus. September 5, 2022
Epileptology | Neurology | Neurophysiology Noninvasive Detection of Hippocampal Epileptiform Activity on Scalp Electroencephalogram. July 19, 2022
Neurophysiology | Neurosurgery Decoding Intracranial EEG With Machine Learning: A Systematic Review. July 14, 2022
Neurology | Neurophysiology | Sleep Medicine Waveform detection by deep learning reveals multi-area spindles that are selectively modulated by memory load. June 29, 2022
Neurology | Neurophysiology Automated video analysis of emotion and dystonia in epileptic seizures. June 26, 2022
Neurology | Neurophysiology Patient-Specific Seizure Prediction via Adder Network and Supervised Contrastive Learning. June 3, 2022
Biomedical Engineering | Neurology | Neurophysiology Decoding finger movement patterns from microscopic neural drive information based on deep learning. May 31, 2022