To solve this problem, we analyzed 640 multi-channel EEG segments, each 4 s long. This is a difficult task if one wishes to develop first principle rather than black-box based approaches, since clinically used scalp EEGs usually contain a lot of noise and artifacts. It is important to develop systematic approaches to accurately distinguish these waveforms from normal control ones. ![]() Epileptiform discharges are transient waveforms lasting for several tens to hundreds of milliseconds and are mainly divided into seven types. Clinically, to corroborate an epileptic seizure-like symptom and to find the seizure localization, electroencephalogram (EEG) data are often visually examined by a clinical doctor to detect the presence of epileptiform discharges. ![]() 5The First Affiliated Hospital of Guangxi Medical University, Nanning, ChinaĮpilepsy is one of the most common disorders of the brain.4International College, Guangxi University, Nanning, Guangxi, China.3Institute of Automation, Chinese Academy of Sciences, Beijing, China. ![]() 2Center for Geodata and Analysis, Faculty of Geographical Science, Beijing Normal University, Beijing, China.1School of Computer, Electronics and Information, Guangxi University, Nanning, China.Qiong Li 1 Jianbo Gao 2,3,4 * Ziwen Zhang 1 Qi Huang 5 Yuan Wu 5 * Bo Xu 3
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