A systematic review of sensing technologies for wearable sleep staging

SA Imtiaz - Sensors, 2021 - mdpi.com
Designing wearable systems for sleep detection and staging is extremely challenging due to
the numerous constraints associated with sensing, usability, accuracy, and regulatory …

Past, present, and future of multisensory wearable technology to monitor sleep and circadian rhythms

MR Lujan, I Perez-Pozuelo, MA Grandner - Frontiers in digital health, 2021 - frontiersin.org
Movement-based sleep-wake detection devices (ie, actigraphy devices) were first
developed in the early 1970s and have repeatedly been validated against …

Performance of a multisensor smart ring to evaluate sleep: in-lab and home-based evaluation of generalized and personalized algorithms

MA Grandner, Z Bromberg, A Hadley, Z Morrell, A Graf… - Sleep, 2023 - academic.oup.com
Abstract Study Objectives Wearable sleep technology has rapidly expanded across the
consumer market due to advances in technology and increased interest in personalized …

[HTML][HTML] Considerations to address missing data when deriving clinical trial endpoints from digital health technologies

J Di, C Demanuele, A Kettermann… - Contemporary Clinical …, 2022 - Elsevier
Digital health technologies (DHTs) enable us to measure human physiology and behavior
remotely, objectively and continuously. With the accelerated adoption of DHTs in clinical …

How to assess and interpret everyday life salivary cortisol measures: A tutorial on practical and statistical considerations

M Stoffel, AB Neubauer, B Ditzen - Psychoneuroendocrinology, 2021 - Elsevier
Salivary cortisol has been the central marker in psychoneuroendocrinological stress
research for three decades. Given the technological possibilities to assess data in …

Effects of exogenous melatonin on sleep and circadian rhythm parameters in bipolar disorder with comorbid delayed sleep-wake phase disorder: An actigraphic study

F Cruz-Sanabria, U Faraguna, M Violi, S Bruno… - Journal of Psychiatric …, 2023 - Elsevier
The present study evaluates the effect of exogenous melatonin (exo-MEL) on sleep and
circadian parameters in patients with bipolar disorder (BD) and delayed sleep-wake phase …

An algorithm for actigraphy-based sleep/wake scoring: Comparison with polysomnography

S Lüdtke, W Hermann, T Kirste, H Beneš… - Clinical …, 2021 - Elsevier
Objective To evaluate the accuracy of actigraphy against polysomnography (PSG) as gold
standard using a newly developed algorithm for sleep/wake discrimination that explicitly …

Approaches for assessing circadian rest-activity patterns using actigraphy in cohort and population-based studies

C Gao, S Haghayegh, M Wagner, R Cai, K Hu… - Current Sleep Medicine …, 2023 - Springer
Abstract Purpose of Review To review methods for analyzing circadian rest-activity patterns
using actigraphy and to discuss their applications in large cohort and population-based …

Deep neural network sleep scoring using combined motion and heart rate variability data

S Haghayegh, S Khoshnevis, MH Smolensky, KR Diller… - Sensors, 2020 - mdpi.com
Background: Performance of wrist actigraphy in assessing sleep not only depends on the
sensor technology of the actigraph hardware but also on the attributes of the interpretative …

Influence of sleep fragmentation and fatigue on turnover of female nurses working rotating shifts

WP Chang, CH Wang - Journal of Clinical Nursing, 2022 - Wiley Online Library
Aims and objectives To investigate whether the sleep quality and fatigue of female nurses
working rotating shifts could be used to predict future turnover status. Background Female …