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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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Dades bibliogràfiques
Publicat a:NPJ Digit Med
Autors principals: Sridhar, Niranjan, Shoeb, Ali, Stephens, Philip, Kharbouch, Alaa, Shimol, David Ben, Burkart, Joshua, Ghoreyshi, Atiyeh, Myers, Lance
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2020
Matèries:
Accés en línia: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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