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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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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Yamabe, Masato, Horie, Kazumasa, Shiokawa, Hiroaki, Funato, Hiromasa, Yanagisawa, Masashi, Kitagawa, Hiroyuki
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2019
Fag:
Online adgang: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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