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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
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 |