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Mixed-Input Deep Learning Approach to Sleep/Wake State Classification by Using EEG Signals

Sleep stage classification plays a pivotal role in predicting and diagnosing numerous health issues from human sleep data. Manual sleep staging requires human expertise, which is occasionally prone to error and variation. In recent times, availability of polysomnography data has aided progress in au...

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Detalles Bibliográficos
Autores principales: Hasan, Md. Nazmul, Koo, Insoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378260/
https://www.ncbi.nlm.nih.gov/pubmed/37510104
http://dx.doi.org/10.3390/diagnostics13142358