Deep learning for automated sleep staging using instantaneous heart rate

Clinical sleep evaluations currently require multimodal data collection and manual review by human experts, making them expensive and unsuitable for longer term studies. Sleep staging using cardiac rhythm is an active area of research because it can be measured much more easily using a wide variety...

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Detalles Bibliográficos
Autores principales: Sridhar, Niranjan, Shoeb, Ali, Stephens, Philip, Kharbouch, Alaa, Shimol, David Ben, Burkart, Joshua, Ghoreyshi, Atiyeh, Myers, Lance
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7441407/
https://www.ncbi.nlm.nih.gov/pubmed/32885052
http://dx.doi.org/10.1038/s41746-020-0291-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7441407/
https://www.ncbi.nlm.nih.gov/pubmed/32885052
http://dx.doi.org/10.1038/s41746-020-0291-x

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