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MC-SleepNet: Large-scale Sleep Stage Scoring in Mice by Deep Neural Networks

Automated sleep stage scoring for mice is in high demand for sleep research, since manual scoring requires considerable human expertise and efforts. The existing automated scoring methods do not provide the scoring accuracy required for practical use. In addition, the performance of such methods has...

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Détails bibliographiques
Publié dans:Sci Rep
Auteurs principaux: Yamabe, Masato, Horie, Kazumasa, Shiokawa, Hiroaki, Funato, Hiromasa, Yanagisawa, Masashi, Kitagawa, Hiroyuki
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6823352/
https://ncbi.nlm.nih.gov/pubmed/31672998
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-51269-8
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