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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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Библиографические подробности
Опубликовано в: :Sci Rep
Главные авторы: Yamabe, Masato, Horie, Kazumasa, Shiokawa, Hiroaki, Funato, Hiromasa, Yanagisawa, Masashi, Kitagawa, Hiroyuki
Формат: Artigo
Язык:Inglês
Опубликовано: Nature Publishing Group UK 2019
Предметы:
Online-ссылка: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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