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Comment
. 2021 May 14;44(5):zsab071.
doi: 10.1093/sleep/zsab071.

Sleep-tracking technology in scientific research: looking to the future

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Comment

Sleep-tracking technology in scientific research: looking to the future

Michael A Grandner et al. Sleep. .
No abstract available

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References

    1. Foster FG, et al. .. Mobility recording and cycle research in neuropsychiatry. J Interdiscipl Cycle Res. 1972;3(1):61–72.
    1. Grandner MA, et al. .. Actigraphic sleep tracking and wearables: historical context, scientific applications and guidelines, limitations, and considerations for commercial sleep devices. In: Grandner MA, ed. Sleep and Health. Cambridge, UK: Academic Press; 2019: 147–157.
    1. Consumer Technology Association Health Fitness and Wellness Technology Committee. Performance Criteria and Testing Protocols for Features in Sleep Tracking Consumer Technology Devices and Applications. 2019. ANSI/CTA/NSF-2052.3.
    1. Depner CM, et al. .. Wearable technologies for developing sleep and circadian biomarkers: a summary of workshop discussions. Sleep. 2020;43(2). doi:10.1093/sleep/zsz254 - DOI - PMC - PubMed
    1. Menghini L, et al. .. A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code. Sleep. 2021;44(2). doi:10.1093/sleep/zsaa170 - DOI - PMC - PubMed

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