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Updated: Sep 20, 2025

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Obstructive Sleep Apnea Home-Monitoring Using a Commercial Wearable Device
Mehrshad Mokhtaran1, Lucia Sacchi1, Valentina Tibollo2
1Biomedical Informatics Laboratory, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Pavia, Italy.
Abstract:
Obstructive sleep apnea (OSA) is a common sleep disorder and polysomnography (PSG) is the gold standard for its diagnosis and treatment monitoring. There are nowadays several activity trackers measuring sleep quality through the detection of sleep stages. To allow an easier monitoring of the treatment efficacy at home, this work explores the possibility of using one of those commercial smart-bands. To this aim, we studied the signals provided by PSG and a Fitbit smart-band on 26 consecutive patients, admitted to the hospital after the diagnosis of OSA, and submitted to ventilation or positional treatment. They underwent monitoring for three nights (basal, titration, and control). We developed both a visualization software allowing doctors to visually compare the two hypnograms, and a set of statistics for assessing the concordance of the two methods. Results indicate that Fitbit can detect normal sleep patterns, while it is less able to detect the abnormal ones.
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