A two-branch trade-off neural network for balanced scoring sleep stages on multiple cohorts

INTRODUCTION: Automatic sleep staging is a classification process with severe class imbalance and suffers from instability of scoring stage N1. Decreased accuracy in classifying stage N1 significantly impacts the staging of individuals with sleep disorders. We aim to achieve automatic sleep staging...

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Detalles Bibliográficos
Autores principales: Zhang, Di, Sun, Jinbo, She, Yichong, Cui, Yapeng, Zeng, Xiao, Lu, Liming, Tang, Chunzhi, Xu, Nenggui, Chen, Badong, Qin, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326279/
https://www.ncbi.nlm.nih.gov/pubmed/37424992
http://dx.doi.org/10.3389/fnins.2023.1176551

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