Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses

Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses

Photosensitivity is a neurological disorder in which a person’s brain produces epileptic discharges, known as Photoparoxysmal Responses (PPRs), when it receives certain visual stimuli. The current standardized diagnosis process used in hospitals consists of submitting the subject to the Intermittent...

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Bibliographic Details
Main Authors: Fernando Moncada Martins, Víctor Manuel González Suárez, José Ramón Villar Flecha, Beatriz García López
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
electroencephalography
EEG
Photoparoxysmal Response
PPR
Machine Learning
Data Augmentation
Online Access:https://www.mdpi.com/1424-8220/23/4/2312

Internet

https://www.mdpi.com/1424-8220/23/4/2312

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