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Assessment of Model Accuracy in Eyes Open and Closed EEG Data: Effect of Data Pre-Processing and Validation Methods

Eyes open and eyes closed data is often used to validate novel human brain activity classification methods. The cross-validation of models trained on minimally preprocessed data is frequently utilized, regardless of electroencephalography data comprised of data resulting from muscle activity and env...

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Detalles Bibliográficos
Autores principales: Mattiev, Jamolbek, Sajovic, Jakob, Drevenšek, Gorazd, Rogelj, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9854523/
https://www.ncbi.nlm.nih.gov/pubmed/36671614
http://dx.doi.org/10.3390/bioengineering10010042