Browsing by Subject "wearables"

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Consumer sleep technology for the screening of obstructive sleep apnea and snoring : current status and a protocol for a systematic review and meta-analysis of diagnostic test accuracy

Pires, Gabriel Natan; Arnardóttir, Erna Sif; Islind, Anna Sigríður; Leppänen, Timo; McNicholas, Walter T. (2023-08)

There are concerns about the validation and accuracy of currently available consumer sleep technology for sleep-disordered breathing. The present report provides a background review of existing consumer sleep technologies and discloses the methods and ...
Generalizable Deep Learning-Based Sleep Staging Approach for Ambulatory Textile Electrode Headband Recordings

Rusanen, Matias; Huttunen, Riku; Korkalainen, Henri; Myllymaa, Sami; Toyras, Juha; Myllymaa, Katja; Sigurdardottir, Sigridur; Ólafsdóttir, Kristín Anna; Leppanen, Timo; Arnardóttir, Erna Sif; Kainulainen, Samu (2023-04-01)

Reliable, automated, and user-friendly solutions for the identification of sleep stages in home environment are needed in various clinical and scientific research settings. Previously we have shown that signals recorded with an easily applicable textile ...

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