Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses
Author:
Affiliation:
1. Electrical Engineering Department, University of Oviedo, 33203 Gijón, Spain
2. Computer Science Department, University of Oviedo, 33003 Oviedo, Spain
3. Neurophysiology Department, University Hospital of Burgos, 09006 Burgos, Spain
Abstract
Funder
Spanish Ministry of Economics and Industry
Spanish Research Agency
Ministry of Science and Innovation
Missions Science and Innovation
Principado de Asturias
Publisher
MDPI AG
Subject
Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry
Link
https://www.mdpi.com/1424-8220/23/4/2312/pdf
Reference51 articles.
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2. Photosensitivity in epilepsy. Electrophisiological and clinical correlates;Acta Neurol. Scand.,1989
3. The photoparoxysmal response: The probable cause of attacks during video games;Hughes;Clin. EEG Neurosci.,2008
4. Staff, R. (2022, December 09). London 2012 Logo Footage Withdrawn Amid Epilepsy Fears. Available online: https://www.reuters.com/article/us-britain-olympics-logo-idUSHO63873520070606.
5. Visually sensitive seizures: An updated review by the Epilepsy Foundation;Fisher;Epilepsia,2022
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