A systematic review of the accuracy of sleep wearable devices for estimating sleep onset

H Scott, L Lack, N Lovato - Sleep Medicine Reviews, 2020 - Elsevier
The accurate estimation of sleep onset is required for many purposes, including the
administration of a behavioural treatment for insomnia called Intensive Sleep Retraining …

Monitoring healthy and disturbed sleep through smartphone applications: a review of experimental evidence

E Fino, M Mazzetti - Sleep and Breathing, 2019 - Springer
Smartphone applications are considered as the prime candidate for the purposes of large-
scale, low-cost and long-term sleep monitoring. How reliable and scientifically grounded is …

Intervention of wearables and smartphones in real time monitoring of sleep and behavioral health: an assessment using adaptive neuro-fuzzy technique

A Arora, P Chakraborty, MPS Bhatia - Arabian Journal for Science and …, 2022 - Springer
Wearable devices equipped with sensors popularly used for health monitoring are capable
of accumulating motion data providing objective measures of various physical activity and …

A systematic review of smartphone applications and devices for obstructive sleep apnea

PM Baptista, F Martin, H Ross, COC Reina… - Brazilian Journal of …, 2022 - SciELO Brasil
Objective: Sleep is fundamental for both health and wellness. The advent of “on a chip” and
“smartphone” technologies have created an explosion of inexpensive, at-home applications …

A scoping review of mobile apps for sleep management: User needs and design considerations

A Al Mahmud, J Wu, O Mubin - Frontiers in Psychiatry, 2022 - frontiersin.org
Sleep disorders are prevalent nowadays, leading to anxiety, depression, high blood
pressure, and other health problems. Due to the proliferation of mobile devices and the …

Smartphone applications for sleep tracking: rating and perceptions about behavioral change among users

RA Karasneh, SI Al-Azzam, KH Alzoubi… - Sleep …, 2022 - thieme-connect.com
Introduction This study aims to assess existing sleep apps for mobile phones to determine
the perceived effect of these applications on user's attitudes, knowledge, willingness to …

[HTML][HTML] Framework for the design engineering and clinical implementation and evaluation of mHealth apps for sleep disturbance: systematic review

M Aji, C Gordon, E Stratton, RA Calvo, D Bartlett… - Journal of medical …, 2021 - jmir.org
Background Mobile health (mHealth) apps offer a scalable option for treating sleep
disturbances at a population level. However, there is a lack of clarity about the development …

Sleep apps: what role do they play in clinical medicine?

CP Lorenz, AJ Williams - Current opinion in pulmonary medicine, 2017 - journals.lww.com
To date, no smartphone app for monitoring sleep through movement sensors has been
successfully validated against polysomnography, despite the role and validity of actigraphy …

[HTML][HTML] The neurophysiologic landscape of the sleep onset: a systematic review

N Biabani, A Birdseye, S Higgins… - Journal of Thoracic …, 2023 - ncbi.nlm.nih.gov
Background The sleep onset process is an ill-defined complex process of transition from
wakefulness to sleep, characterized by progressive modifications at the subjective …

Personalized Non-contact Sleep Stage Estimation with Weighted Probability Estimation by Ultradian Rhythm

I Nakari, K Takadama - … Conference of the IEEE Engineering in …, 2023 - ieeexplore.ieee.org
This paper focused on ultradian rhythms (a sleep cycle of approximately 60 to 120 minute)
for personalizing sleep stage estimation, and proposed a personalized sleep stage …