Early Prediction of Drug-Resistant Epilepsy Using Clinical and EEG Features Based on Convolutional Neural Network

Information Science, Artificial Intelligence, Medicine, Neurology, Medical Imaging,
Drug-resistant epilepsy   Antiseizure medication   Electroencephalogram   Convolutional neural network   Machine learning  

Research Background and Purpose Epilepsy is a spontaneous and severe neurological disorder characterized by recurrent seizures, affecting approximately 50 million people worldwide [1]. Despite recent advances in anti-seizure medications (ASMs), drug-resistant epilepsy (DRE) still affects 20% to 30% of epilepsy patients [1-3]. DRE patients face sign...