Longitudinal cardiorespiratory wearable sleep staging in the home

IntroductionThere is a growing interest in performing automated, longitudinal tracking of sleep in the home using wearables and machine learning (ML). Wearables such as smart watches or chest patches can be comfortably worn for long periods, and cardiorespiratory waveforms measured by these wearable...

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Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua:	Shaun Davidson, Jonathan F. Carter, Emily C. Stanyer, Rachel Sharman, Cristian Roman, Simon D. Kyle, Lionel Tarassenko
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2026-02-01
Rangatū:	Frontiers in Neuroscience
Ngā marau:	home monitoring machine learning sleep restriction therapy sleep staging validation study wearable data
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/fnins.2026.1693860/full
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!

Longitudinal cardiorespiratory wearable sleep staging in the home

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