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Machine learning and EEG can classify passive viewing of discrete categories of visual stimuli but not the observation of pain

Previous studies have demonstrated the potential of machine learning (ML) in classifying physical pain from non-pain states using electroencephalographic (EEG) data. However, the application of ML to EEG data to categorise the observation of pain versus non-pain images of human facial expressions or...

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Detalles Bibliográficos
Autores principales: Mari, Tyler, Henderson, Jessica, Ali, S. Hasan, Hewitt, Danielle, Brown, Christopher, Stancak, Andrej, Fallon, Nicholas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504739/
https://www.ncbi.nlm.nih.gov/pubmed/37715119
http://dx.doi.org/10.1186/s12868-023-00819-y