Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating

• Published in: Computer methods and programs in biomedicine Vol. 137; pp. 247 - 259
• Main Authors: Hassan, Ahnaf Rashik, Siuly, Siuly, Zhang, Yanchun
• Format: Journal Article
• Language: English
• Published: Ireland Elsevier Ireland Ltd 01.12.2016
• Subjects: Bagging; Classification; EEG; Electroencephalography; Epilepsy - diagnostic imaging; Epilepsy seizure; Humans; Internal Medicine; Other; TQWT; Wavelet Analysis; Epilepsy seizure; TQWT; EEG; Bagging; Classification; Epilepsy Seizure
• ISSN: 0169-2607; 1872-7565; 1872-7565
• DOI: 10.1016/j.cmpb.2016.09.008

•A new automated diagnosis scheme is proposed for detecting epileptic seizure from Electroencephalogram (EEG) signals.•This scheme is developed based on Tunable-Q factor wavelet transform (TQWT) and bootstrap aggregating (Bagging).•This study introduces TQWT for the first time in the Epileptic seizu...