[HTML][HTML] Reliability and validity of commercially available wearable devices for measuring steps, energy expenditure, and heart rate: systematic review

D Fuller, E Colwell, J Low, K Orychock… - JMIR mHealth and …, 2020 - mhealth.jmir.org
Background: Consumer-wearable activity trackers are small electronic devices that record
fitness and health-related measures. Objective: The purpose of this systematic review was to …

Sources of inaccuracy in photoplethysmography for continuous cardiovascular monitoring

J Fine, KL Branan, AJ Rodriguez, T Boonya-Ananta… - Biosensors, 2021 - mdpi.com
Photoplethysmography (PPG) is a low-cost, noninvasive optical technique that uses change
in light transmission with changes in blood volume within tissue to provide information for …

Investigating sources of inaccuracy in wearable optical heart rate sensors

B Bent, BA Goldstein, WA Kibbe, JP Dunn - NPJ digital medicine, 2020 - nature.com
As wearable technologies are being increasingly used for clinical research and healthcare,
it is critical to understand their accuracy and determine how measurement errors may affect …

[HTML][HTML] Accuracy and acceptability of wrist-wearable activity-tracking devices: systematic review of the literature

F Germini, N Noronha, V Borg Debono… - Journal of medical …, 2022 - jmir.org
Background Numerous wrist-wearable devices to measure physical activity are currently
available, but there is a need to unify the evidence on how they compare in terms of …

[HTML][HTML] Using fitness trackers and smartwatches to measure physical activity in research: analysis of consumer wrist-worn wearables

A Henriksen, M Haugen Mikalsen… - Journal of medical …, 2018 - jmir.org
Background New fitness trackers and smartwatches are released to the consumer market
every year. These devices are equipped with different sensors, algorithms, and …

Digital biomarkers for Alzheimer's disease: the mobile/wearable devices opportunity

LC Kourtis, OB Regele, JM Wright, GB Jones - NPJ digital medicine, 2019 - nature.com
Alzheimer's Disease (AD) represents a major and rapidly growing burden to the healthcare
ecosystem. A growing body of evidence indicates that cognitive, behavioral, sensory, and …

[HTML][HTML] Accuracy of consumer wearable heart rate measurement during an ecologically valid 24-hour period: intraindividual validation study

BW Nelson, NB Allen - JMIR mHealth and uHealth, 2019 - mhealth.jmir.org
Background Wrist-worn smart watches and fitness monitors (ie, wearables) have become
widely adopted by consumers and are gaining increased attention from researchers for their …

[HTML][HTML] Evaluating the validity of current mainstream wearable devices in fitness tracking under various physical activities: comparative study

J Xie, D Wen, L Liang, Y Jia, L Gao… - JMIR mHealth and …, 2018 - mhealth.jmir.org
Background: Wearable devices have attracted much attention from the market in recent
years for their fitness monitoring and other health-related metrics; however, the accuracy of …

Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research

BW Nelson, CA Low, N Jacobson, P Areán… - NPJ digital …, 2020 - nature.com
Researchers have increasingly begun to use consumer wearables or wrist-worn
smartwatches and fitness monitors for measurement of cardiovascular psychophysiological …

The 2023 wearable photoplethysmography roadmap

PH Charlton, J Allen, R Bailón, S Baker… - Physiological …, 2023 - iopscience.iop.org
Photoplethysmography is a key sensing technology which is used in wearable devices such
as smartwatches and fitness trackers. Currently, photoplethysmography sensors are used to …