Open Access

Optimization Driven Variational Autoencoder GAN for Artifact Reduction in EEG Signals for Improved Neurological Disorder and Disability Assessment

Mohamed Yacin Sikkandar

Mohamed Yacin Sikkandar

Department of Medical Equipment Technology, College of Applied Medical Sciences, Majmaah UniversityAl Majmaah, Saudi Arabia
Orcid profile
Search for this author on
Sciendo|Google Scholar
Sikkandar, Mohamed Yacin
, 
S. Sabarunisha Begum

S. Sabarunisha Begum

Department of Biotechnology, P.S.R. Engineering CollegeSivakasi, India
Orcid profile
Search for this author on
Sciendo|Google Scholar
Sabarunisha Begum, S.
, 
Ahmad Alassaf

Ahmad Alassaf

Department of Medical Equipment Technology, College of Applied Medical Sciences, Majmaah UniversityAl Majmaah, Saudi Arabia
Search for this author on
Sciendo|Google Scholar
Alassaf, Ahmad
, 
Ibrahim AlMohimeed

Ibrahim AlMohimeed

Department of Medical Equipment Technology, College of Applied Medical Sciences, Majmaah UniversityAl Majmaah, Saudi Arabia
Search for this author on
Sciendo|Google Scholar
AlMohimeed, Ibrahim
, 
Khalid Alhussaini

Khalid Alhussaini

Department of Biomedical Technology, College of Applied Medical Sciences, King Saud UniversityRiyadh, Saudi Arabia
Search for this author on
Sciendo|Google Scholar
Alhussaini, Khalid
, 
Adham Aleid

Adham Aleid

Department of Biomedical Technology, College of Applied Medical Sciences, King Saud UniversityRiyadh, Saudi Arabia
Orcid profile
Search for this author on
Sciendo|Google Scholar
Aleid, Adham
 and 
Abdulrahman Khalid Alhaidar

Abdulrahman Khalid Alhaidar

Support Services Department, Tumair General Hospital, Ministry of HealthTumair, Saudi Arabia
Search for this author on
Sciendo|Google Scholar
Alhaidar, Abdulrahman Khalid
  
Feb 24, 2025
Optimization Driven Variational Autoencoder GAN for Artifact Reduction in EEG Signals for Improved Neurological Disorder and Disability Assessment's Cover Image
About this article
Previous Article
Next Article
Cite
Download Cover
Published Online: Feb 24, 2025
Page range: 10 - 14
Received: Jun 04, 2024
Accepted: Jan 16, 2025
DOI: https://doi.org/10.2478/msr-2025-0002
Keywords
© 2025 Mohamed Yacin Sikkandar et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Language:
English
Publication timeframe:
6 times per year
Journal Subjects:
Engineering, Electrical Engineering, Control Engineering, Metrology and Testing
Journal RSS Feed