Exploiting feature selection and neural network techniques for identification of focal and nonfocal EEG signals in TQWT domain

• Main Authors: Sadiq, Muhammad Tariq, Akbari, Hesam, Rehman, Ateeq Ur, Nishtar, Zuhaib, Masood, Bilal, Ghazvini, Mahdieh, Too, Jingwei, Hamedi, Nastaran, Kaabar, Mohammed K. A.
• Format: Article
• Published: Hindawi Publishing Corporation 2021
• Subjects: RA0421 Public health. Hygiene. Preventive Medicine
• Online Access: http://eprints.um.edu.my/34262/
• Institution: Universiti Malaya

For drug resistance patients, removal of a portion of the brain as a cause of epileptic seizures is a surgical remedy. However, before surgery, the detailed analysis of the epilepsy localization area is an essential and logical step. The Electroencephalogram (EEG) signals from these areas are distin...