Automated sleep stage scoring employing a reasoning mechanism and evaluation of its explainability

Scoring sleep stages from biological signals is an essential but labor-intensive inspection for sleep diagnosis. The existing automated scoring methods have achieved high accuracy but are not widely applied in clinical practice. In our understanding, the existing methods have failed to establish the...

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Detalles Bibliográficos
Autores principales: Horie, Kazumasa, Ota, Leo, Miyamoto, Ryusuke, Abe, Takashi, Suzuki, Yoko, Kawana, Fusae, Kokubo, Toshio, Yanagisawa, Masashi, Kitagawa, Hiroyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329306/
https://www.ncbi.nlm.nih.gov/pubmed/35896616
http://dx.doi.org/10.1038/s41598-022-16334-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329306/
https://www.ncbi.nlm.nih.gov/pubmed/35896616
http://dx.doi.org/10.1038/s41598-022-16334-9

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