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An Interpretable Machine Learning Method for the Detection of Schizophrenia Using EEG Signals

In this work we propose a machine learning (ML) method to aid in the diagnosis of schizophrenia using electroencephalograms (EEGs) as input data. The computational algorithm not only yields a proposal of diagnostic but, even more importantly, it provides additional information that admits clinical i...

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Detalles Bibliográficos
Autores principales: Vázquez, Manuel A., Maghsoudi, Arash, Mariño, Inés P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8194273/
https://www.ncbi.nlm.nih.gov/pubmed/34122021
http://dx.doi.org/10.3389/fnsys.2021.652662