IntelliSleepScorer, a software package with a graphic user interface for automated sleep stage scoring in mice based on a light gradient boosting machine algorithm

Machine learning has been applied in recent years to categorize sleep stages (NREM, REM, and wake) using electroencephalogram (EEG) recordings; however, a well-validated sleep scoring automatic pipeline in rodent research is still not publicly available. Here, we present IntelliSleepScorer, a softwa...

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Detalles Bibliográficos
Autores principales: Wang, Lei A., Kern, Ryan, Yu, Eunah, Choi, Soonwook, Pan, Jen Q.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017698/
https://www.ncbi.nlm.nih.gov/pubmed/36922536
http://dx.doi.org/10.1038/s41598-023-31288-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017698/
https://www.ncbi.nlm.nih.gov/pubmed/36922536
http://dx.doi.org/10.1038/s41598-023-31288-2

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