Madoka Nakajima

Epileptic Spike Detection by Recurrent Neural Networks with Self-Attention Mechanism

Automated identification of epileptiform discharges in electroencephalograms (EEG) for the diagnosis of epilepsy can mitigate the burden of manual searches. Recent effective methods based on machine learning–based classification have used detection of candidate waveforms with signal processing and p…