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Development of generalizable automatic sleep staging using heart rate and movement based on large databases

PURPOSE: With the advancement of deep neural networks in biosignals processing, the performance of automatic sleep staging algorithms has improved significantly. However, sleep staging using only non-electroencephalogram features has not been as successful, especially following the current American...

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Detalles Bibliográficos
Autores principales: Lee, Joonnyong, Kim, Hee Chan, Lee, Yu Jin, Lee, Saram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Korean Society of Medical and Biological Engineering 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590335/
https://www.ncbi.nlm.nih.gov/pubmed/37872992
http://dx.doi.org/10.1007/s13534-023-00288-6