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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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Foilsithe in:NPJ Digit Med
Main Authors: Sridhar, Niranjan, Shoeb, Ali, Stephens, Philip, Kharbouch, Alaa, Shimol, David Ben, Burkart, Joshua, Ghoreyshi, Atiyeh, Myers, Lance
Formáid: Artigo
Teanga:Inglês
Foilsithe: Nature Publishing Group UK 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7441407/
https://ncbi.nlm.nih.gov/pubmed/32885052
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-020-0291-x
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