[HTML][HTML] The emergence of AI-based wearable sensors for digital health technology: a review

S Shajari, K Kuruvinashetti, A Komeili, U Sundararaj - Sensors, 2023 - mdpi.com
Disease diagnosis and monitoring using conventional healthcare services is typically
expensive and has limited accuracy. Wearable health technology based on flexible …

Trends in workplace wearable technologies and connected‐worker solutions for next‐generation occupational safety, health, and productivity

V Patel, A Chesmore, CM Legner… - Advanced Intelligent …, 2022 - Wiley Online Library
The workplace influences the safety, health, and productivity of workers at multiple levels. To
protect and promote total worker health, smart hardware, and software tools have emerged …

[HTML][HTML] A validation of six wearable devices for estimating sleep, heart rate and heart rate variability in healthy adults

DJ Miller, C Sargent, GD Roach - Sensors, 2022 - mdpi.com
The primary aim of this study was to examine the validity of six commonly used wearable
devices, ie, Apple Watch S6, Garmin Forerunner 245 Music, Polar Vantage V, Oura Ring …

Metrics of sleep apnea severity: beyond the apnea-hypopnea index

A Malhotra, I Ayappa, N Ayas, N Collop, D Kirsch… - Sleep, 2021 - academic.oup.com
Obstructive sleep apnea (OSA) is thought to affect almost 1 billion people worldwide. OSA
has well established cardiovascular and neurocognitive sequelae, although the optimal …

Performance of seven consumer sleep-tracking devices compared with polysomnography

ED Chinoy, JA Cuellar, KE Huwa, JT Jameson… - Sleep, 2021 - academic.oup.com
Abstract Study Objectives Consumer sleep-tracking devices are widely used and becoming
more technologically advanced, creating strong interest from researchers and clinicians for …

Sleep apnea detection from single-lead ECG: A comprehensive analysis of machine learning and deep learning algorithms

M Bahrami, M Forouzanfar - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Sleep apnea is a common sleep breathing disorder (SBD) in which patients suffer from
stop** or decreasing airflow to the lungs for more than 10 sec. Accurate detection of sleep …

State of the science and recommendations for using wearable technology in sleep and circadian research

M De Zambotti, C Goldstein, J Cook, L Menghini… - Sleep, 2024 - academic.oup.com
Wearable sleep-tracking technology is of growing use in the sleep and circadian fields,
including for applications across other disciplines, inclusive of a variety of disease states …

Wearable activity trackers–advanced technology or advanced marketing?

RJ Shei, IG Holder, AS Oumsang, BA Paris… - European Journal of …, 2022 - Springer
Wearable devices represent one of the most popular trends in health and fitness. Rapid
advances in wearable technology present a dizzying display of possible functions: from …

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 …

Physiological markers of sleep quality: a sco** review

SJ McCarter, PT Hagen, EKS Louis, TM Rieck… - Sleep medicine …, 2022 - Elsevier
Understanding the associations between adequate sleep, performance and health
outcomes is vital, yet a major limitation in the design and interpretation of studies of sleep …