Epileptology | Neurology | Neurophysiology A review of signal processing and machine learning techniques for interictal epileptiform discharge detection. December 9, 2023
Neurology | Neurosurgery | Radiology Deep Learning based Source Imaging Provides Strong Sublobar Localization of Epileptogenic Zone from MEG Interictal Spikes. September 16, 2023
Epileptology | Neurology Expert and deep learning model identification of iEEG seizures and seizure onset times. July 21, 2023
Electrophysiology | Neurology Utilization of temporal autoencoder for semi-supervised intracranial EEG clustering and classification. January 13, 2023
Biomedical Engineering | Neurology Patient-independent seizure detection based on long-term iEEG and a novel lightweight CNN. January 10, 2023
Epilepsy | Neurology A multi-frame network model for predicting seizure based on sEEG and iEEG data. December 1, 2022
Epileptology | Neurology | Neurosurgery Reliability of Visual Review of Intracranial EEG in Identifying the Seizure Onset Zone: A Systematic Review and Implications for the Accuracy of Automated Methods. October 27, 2022
Neurology | Neuroscience Interpretable functional specialization emerges in deep convolutional networks trained on brain signals. April 14, 2022
Neurology | Neurosurgery Hybrid Convolutional Neural Network for Localization of Epileptic Focus Based on iEEG. May 19, 2021
Audiology | Neurology Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception. August 23, 2020
Neurology Learning graph in graph convolutional neural networks for robust seizure prediction. May 6, 2020
Epileptology | Neurology Hyperdimensional Computing with Local Binary Patterns: One-shot Learning for Seizure Onset Detection and Identification of Ictogenic Brain Regions from Short-time iEEG Recordings. May 31, 2019