[HTML][HTML] Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review

P Moorthy, L Weinert, C Schüttler… - JMIR mHealth and …, 2024 - mhealth.jmir.org
Background: Wearable devices, mobile technologies, and their combination have been
accepted into clinical use to better assess the physical fitness and quality of life of patients …

SleepPPG-Net: A deep learning algorithm for robust sleep staging from continuous photoplethysmography

K Kotzen, PH Charlton, S Salabi, L Amar… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Sleep staging is an essential component in the diagnosis of sleep disorders and
management of sleep health. Sleep is traditionally measured in a clinical setting and …

Sleep assessment using EEG-based wearables–A systematic review

CJ de Gans, P Burger, ES Van den Ende… - Sleep Medicine …, 2024 - Elsevier
Polysomnography (PSG) is the reference standard of sleep measurement, but is
burdensome for the participant and labor intensive. Affordable electroencephalography …

Validation of Fitbit Inspire 2TM Against Polysomnography in Adults Considering Adaptation for Use

SE Lim, HS Kim, SW Lee, KH Bae… - Nature and Science of …, 2023 - Taylor & Francis
Purpose The commercialization of sleep activity tracking devices has made it possible to
manage sleep quality at home. However, it is necessary to verify the reliability and accuracy …

Impact of daily caffeine intake and timing on electroencephalogram-measured sleep in adolescents

JR Lunsford-Avery, SH Kollins, S Kansagra… - Journal of Clinical …, 2022 - jcsm.aasm.org
Study Objectives: Caffeine use is ubiquitous among adolescents and may be harmful to
sleep, with downstream implications for health and development. Research has been limited …

Exploring the feasibility and acceptability of a sleep wearable headband among a community sample of chronic pain individuals: An at-home observational study

Z Zambelli, CE Jakobsson, L Threadgold… - Digital …, 2022 - journals.sagepub.com
Background Chronic pain conditions affect up to one third of the adult population in the
United Kingdom. Sleep problems are prevalent and negatively impact quality of life. Lack of …

Physiological sleep measures predict time to 15‐year mortality in community adults: application of a novel machine learning framework

ML Wallace, TS Coleman, LK Mentch… - Journal of sleep …, 2021 - Wiley Online Library
Clarifying whether physiological sleep measures predict mortality could inform risk
screening; however, such investigations should account for complex and potentially non …

[HTML][HTML] Remote collection of electrophysiological data with brain wearables: opportunities and challenges

RJ Sugden, VLL Pham-Kim-Nghiem-Phu… - Bioelectronic …, 2023 - Springer
Collection of electroencephalographic (EEG) data provides an opportunity to non-invasively
study human brain plasticity, learning and the evolution of various neuropsychiatric …

Assessing the Real-World, Long-Term Impact of Lemborexant on Sleep Quality in a Home-Based Clinical Study

S Miyata, K Iwamoto, I Okada, A Fujimoto… - Nature and Science …, 2024 - Taylor & Francis
Purpose Both subjective and objective evaluations are essential for the treatment of
insomnia. Lemborexant has been shown to be effective in the long-term based solely on a …

Regularity and timing of sleep patterns and behavioral health among adolescents

JR Lunsford-Avery, KW Wang, SH Kollins… - … of Developmental & …, 2022 - journals.lww.com
Objective: Sleep is vital to supporting adolescent behavioral health and functioning;
however, sleep disturbances remain under-recognized and undertreated in many health …