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

Martins, Fernando Moncada; Suárez, Víctor Manuel González; Flecha, José Ramón Villar; López, Beatriz García

Martins, Fernando Moncada; Suárez, Víctor Manuel González; Flecha, José Ramón Villar; López, Beatriz García.

Affiliation

Martins FM; Electrical Engineering Department, University of Oviedo, 33203 Gijón, Spain.
Suárez VMG; Electrical Engineering Department, University of Oviedo, 33203 Gijón, Spain.
Flecha JRV; Computer Science Department, University of Oviedo, 33003 Oviedo, Spain.
López BG; Neurophysiology Department, University Hospital of Burgos, 09006 Burgos, Spain.

Sensors (Basel) ; 23(4)2023 Feb 19.

Article in En | MEDLINE | ID: mdl-36850910

Subject(s)

Body Fluids; Electroencephalography; Humans; Brain; Cluster Analysis; Hospitals

Key words

Data Augmentation; EEG; Machine Learning; PPR; Photoparoxysmal Response; electroencephalography; epilepsy; photosensitivity

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Full text: 1 Database: MEDLINE Main subject: Body Fluids / Electroencephalography Type of study: Diagnostic_studies Limits: Humans Language: En Journal: Sensors (Basel) Year: 2023 Type: Article Affiliation country: Spain

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