Identification of Epileptic Seizures from Electroencephalogram Using Transfer Learning

For diagnosis and treatment of epilepsy patients, it is important to identify epileptic seizures from electroencephalogram (EEG) records. Considering that time-frequency features characterize the EEG signal more comprehensively than from single time or frequency domain, we present a seizure detection approach that computes the time-frequency diagram of EEG signals and distinguish ictal periods usi...