Exploiting Feature Selection and Neural Network Techniques for Identification of Focal and Nonfocal EEG Signals in TQWT Domain
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...
Main Authors: | Muhammad Tariq Sadiq, Hesam Akbari, Ateeq Ur Rehman, Zuhaib Nishtar, Bilal Masood, Mahdieh Ghazvini, Jingwei Too, Nastaran Hamedi, Mohammed K. A. Kaabar |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi Limited
2021-01-01
|
Series: | Journal of Healthcare Engineering |
Online Access: | http://dx.doi.org/10.1155/2021/6283900 |
Similar Items
-
Inhibitory Effect of Apomorphine on Focal and Nonfocal Plasticity in the Human Motor Cortex
by: Shane M. Fresnoza, et al.
Published: (2021-05-01) -
Transient feature extraction method based on adaptive TQWT sparse optimization
by: Xue Liu, et al.
Published: (2021-04-01) -
A 1.5D Spectral Kurtosis-Guided TQWT Method and Its Application in Bearing Fault Detection
by: Xiong Zhang, et al.
Published: (2021-01-01) -
Bearing incipient fault diagnosis based upon maximal spectral kurtosis TQWT and group sparsity total variation denoising approach
by: Qing Li, et al.
Published: (2018-05-01) -
N‐Terminal Pro–Brain Natriuretic Peptide (NT‐proBNP) Levels are Increased in Patients With Transient Ischemic Attack Accompanied by Nonfocal Symptoms
by: Gerben J. J. Plas, et al.
Published: (2015-12-01)