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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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Sci Rep
Egile Nagusiak: Yamabe, Masato, Horie, Kazumasa, Shiokawa, Hiroaki, Funato, Hiromasa, Yanagisawa, Masashi, Kitagawa, Hiroyuki
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2019
Gaiak:
Sarrera elektronikoa: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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