Annotated interictal discharges in intracranial EEG sleep data and related machine learning detection scheme
Epilepsy is a neurological disorder characterized by seizures and, between them, brief electrical disturbances known as interictal epileptiform discharges (IEDs). These disturbances, which occur frequently during deep sleep, can disrupt memory and cognition. By training a machine learning model on expert-labeled intracranial EEG recordings from deep brain regions, we developed an automated tool that detects […]