New feature selection method for multi-channel EEG epileptic spike detection system

• Main Authors: Nguyen, Thi Anh Dao, Le, Trung Thanh
• 格式: Article
• 語言: English
• 出版: H. : ĐHQGHN 2020
• 主題: Electroencephalogram; EEG; Epileptic spikes; Tensor decomposition; Feature extraction; Feature selection
• 在線閱讀: http://repository.vnu.edu.vn/handle/VNU_123/70684; https://doi.org/10.25073/2588-1094/vnuees.230

Epilepsy is one of the most common brain disorders. Electroencephalogram (EEG) is widely used in epilepsy diagnosis and treatment, with it the epileptic spikes can be observed. Tensor decomposition-based feature extraction has been proposed to facilitate automatic detection of EEG epileptic spikes....