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Achieving Accurate Automatic Sleep Staging on Manually Pre-processed EEG Data Through Synchronization Feature Extraction and Graph Metrics
Sleep staging, the process of assigning labels to epochs of sleep, depending on the stage of sleep they belong, is an arduous, time consuming and error prone process as the initial recordings are quite often polluted by noise from different sources. To properly analyze such data and extract clinical...
Autores principales: | Chriskos, Panteleimon, Frantzidis, Christos A., Gkivogkli, Polyxeni T., Bamidis, Panagiotis D., Kourtidou-Papadeli, Chrysoula |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5877486/ https://www.ncbi.nlm.nih.gov/pubmed/29628883 http://dx.doi.org/10.3389/fnhum.2018.00110 |
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