Assessment of physical activity in adults using wrist accelerometers

F Liu, AA Wanigatunga, JA Schrack - Epidemiologic reviews, 2021 - academic.oup.com
The health benefits of physical activity (PA) have been widely recognized, yet traditional
measures of PA, including questionnaires and category-based assessments of volume and …

Wearable devices: current status and opportunities in pain assessment and management

A Leroux, R Rzasa-Lynn, C Crainiceanu, T Sharma - Digital Biomarkers, 2021 - karger.com
Introduction: We investigated the possibilities and opportunities for using wearable devices
that measure physical activity and physiometric signals in conjunction with ecological …

[HTML][HTML] US population-referenced percentiles for wrist-worn accelerometer-derived activity

BR Belcher, DL Wolff-Hughes, EE Dooley… - Medicine and science …, 2021 - ncbi.nlm.nih.gov
Purpose: To present age-and sex-specific percentiles for daily wrist-worn movement metrics
in US youth and adults. This metric represents a summary of all recorded movement …

Wearable human motion posture capture and medical health monitoring based on wireless sensor networks

L Gao, G Zhang, B Yu, Z Qiao, J Wang - Measurement, 2020 - Elsevier
Wireless wearable technology is widely used in health monitoring, rehabilitation training and
other fields. In this paper, motion capture sensors are used to collect human motion data …

[HTML][HTML] Comparison of accelerometry-based measures of physical activity: Retrospective observational data analysis study

M Karas, J Muschelli, A Leroux… - JMIR mHealth and …, 2022 - mhealth.jmir.org
Background Given the evolution of processing and analysis methods for accelerometry data
over the past decade, it is important to understand how newer summary measures of …

Epidemiology of accelerometer-based sleep parameters in US school-aged children and adults: NHANES 2011–2014

S Su, X Li, Y Xu, WV McCall, X Wang - Scientific reports, 2022 - nature.com
We aimed to provide objectively measured sleep parameters across lifespan by sex and
race in a national representative sample of US population. The study included 11,279 …

Alignment between 24-h light-dark and activity-rest rhythms is associated with diabetes and glucose metabolism in a nationally representative sample of American …

Q Xiao, J Durbin, C Bauer, CHC Yeung… - Diabetes …, 2023 - Am Diabetes Assoc
OBJECTIVE The alignment between environmental stimuli (eg, dark, light) and behavior
cycles (eg, rest, activity) is an essential feature of the circadian timing system, a key …

Detecting major depressive disorder presence using passively-collected wearable movement data in a nationally-representative sample

GD Price, MV Heinz, AC Collins, NC Jacobson - Psychiatry research, 2024 - Elsevier
Abstract Major Depressive Disorder (MDD) is a heterogeneous disorder, resulting in
challenges with early detection. However, changes in sleep and movement patterns may …

Wearable-based accelerometer activity profile as digital biomarker of inflammation, biological age, and mortality using hierarchical clustering analysis in NHANES …

J Shim, E Fleisch, F Barata - Scientific Reports, 2023 - nature.com
Repeated disruptions in circadian rhythms are associated with implications for health
outcomes and longevity. The utilization of wearable devices in quantifying circadian rhythm …

A “one-size-fits-most” walking recognition method for smartphones, smartwatches, and wearable accelerometers

M Straczkiewicz, EJ Huang, JP Onnela - NPJ Digital Medicine, 2023 - nature.com
The ubiquity of personal digital devices offers unprecedented opportunities to study human
behavior. Current state-of-the-art methods quantify physical activity using “activity counts,” a …