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This paper is in the following e-collection/theme issue:

Biomedical Engineering Reviews (44) Telehealth and Telemonitoring (3159) Decision Support for Health Professionals (2355) Wearable Devices and Sensors (1662) Sleep Monitoring, Sleep Quality, Sleep Disorders (363) Sleep Apnea (44)

Published on in Vol 11 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/104899, first published .
Woman sleeping with a CPAP mask for sleep apnea treatment

Accelerometry-Based and Gyroscope-Based Detection of Sleep Apnea Events: Systematic Review of Technical and Clinical Evidence

Accelerometry-Based and Gyroscope-Based Detection of Sleep Apnea Events: Systematic Review of Technical and Clinical Evidence

Authors of this article:

Ruben Werle1 Author Orcid Image ;   Ruben Kuhlmann1 Author Orcid Image ;   Urs-Vito Albrecht1 Author Orcid Image
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Ruben Werle   1 , BSc ;   Ruben Kuhlmann   1 , MSc ;   Urs-Vito Albrecht   1 , MD, Dr PH, PhD

1 Digital Medicine, Medical School OWL, Bielefeld University, Bielefeld, North Rhine-Westphalia, Germany

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