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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Bibliografiska uppgifter
I publikationen:NPJ Digit Med
Huvudupphovsmän: Sridhar, Niranjan, Shoeb, Ali, Stephens, Philip, Kharbouch, Alaa, Shimol, David Ben, Burkart, Joshua, Ghoreyshi, Atiyeh, Myers, Lance
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Publishing Group UK 2020
Ämnen:
Article
Länkar: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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