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Updated: Jan 8, 2026

Multi-Modal Home Sleep Monitoring in Older Adults
Published on: January 26, 2019
Performance evaluation of a ring-worn pulse oximeter for the identification and monitoring of obstructive sleep apnea
Laura K Gell1, Ketan Mehta1, Neda Esmaeili2
1Apnimed Inc., Cambridge, MA, United States.
Introduction:
Obstructive sleep apnea (OSA) is a highly prevalent chronic disorder that is challenging to monitor clinically. While single-night laboratory-based polysomnography (PSG) is the current gold standard for OSA assessment, its utility is limited by cost and inaccessibility. Overnight pulse oximetry is a feasible approach for simplified at-home monitoring of OSA. In this study, we evaluate the performance of a modified finger-worn pulse oximetry device ("Ring") for OSA assessment.
Methods:
In all, 25 patients with OSA [age: 55.5 ± 7.7 years (mean ± SD), body mass index (BMI): 31.8 ± 5.1 kg/m2, 14M:11F, and Fitzpatrick scale score I-II: 15, III-IV: 6, and V-VI: 4] completed up to four in-laboratory PSG studies with simultaneous Ring oximetry measurements (90 studies in total). Correlation and agreement analyses compared Ring-derived measures of the oxygen desaturation index (ODI4RING, desaturations ≥4%) against PSG measures (ODI4PSG and AHI4PSG). Likewise, Ring-derived hypoxic burden (HBRING) was compared against its PSG counterpart (HBPSG). Receiver operator characteristic (ROC) curve analysis quantified the ability of ODI4RING to identify moderate-to-severe OSA (AHI4PSG > 15 events/h).
Results:
Median [interquartile range (IQR)] of AHI4PSG was 18.0 [9.6, 31.7] events/h. ODI4RING was positively correlated with ODI4PSG (Pearson r = 0.87, root mean square error [RMSE] = 6.6 events/h, intraclass correlation [ICC] = 0.85) and AHI4PSG (r = 0.85, RMSE = 7.1 events/h, ICC = 0.84). The bias (mean difference) and limits of agreement (1.96 SD) between ODI4PSG and ODI4RING were 2.9 and 14.2 events/h, while for AHI4PSG and ODI4RING, the bias and limits of agreement were 1.4 and 16.3 events/h, respectively. HBRING was positively correlated with HBPSG (r = 0.75, RMSE = 24.6% min/h, ICC = 0.73), with a mean difference of 3.7% min/h and limits of agreement of 60.6% min/h. The receiver operator characteristic curve analysis of ODI4RING to identify moderate-to-severe OSA produced an area under the curve of 0.92 (ODI4PSG > 15 events/h, "excellent") and 0.84 (AHI4PSG > 15 events/h, "excellent").
Conclusion:
Our results show that a low-cost, convenient, and simple-to-use finger-worn pulse oximeter is a reliable tool for continuous monitoring of OSA severity and therapy responses. It also offers excellent discriminative value for screening moderate-to-severe OSA in this population.
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