[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 …

[HTML][HTML] Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review

G Shin, MH Jarrahi, Y Fei, A Karami… - Journal of biomedical …, 2019 - Elsevier
Wearable activity trackers (WAT) are electronic monitoring devices that enable users to track
and monitor their health-related physical fitness metrics including steps taken, level 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 …

Sensors and functionalities of non-invasive wrist-wearable devices: A review

A Kamišalić, I Fister Jr, M Turkanović, S Karakatič - Sensors, 2018 - mdpi.com
Wearable devices have recently received considerable interest due to their great promise for
a plethora of applications. Increased research efforts are oriented towards a non-invasive …

Abandonment of personal quantification: A review and empirical study investigating reasons for wearable activity tracking attrition

C Attig, T Franke - Computers in Human Behavior, 2020 - Elsevier
Wearable activity trackers hold great potential for facilitating self-regulated health behavior,
thereby improving physical fitness and preventing cardiovascular diseases. Unfortunately …

[HTML][HTML] Ambient assisted living: scoping review of artificial intelligence models, domains, technology, and concerns

M Jovanovic, G Mitrov, E Zdravevski, P Lameski… - Journal of Medical …, 2022 - jmir.org
Background Ambient assisted living (AAL) is a common name for various artificial
intelligence (AI)—infused applications and platforms that support their users in need in …

Radio-frequency and microwave techniques for non-invasive measurement of blood glucose levels

T Yilmaz, R Foster, Y Hao - Diagnostics, 2019 - mdpi.com
This paper reviews non-invasive blood glucose measurements via dielectric spectroscopy at
microwave frequencies presented in the literature. The intent is to clarify the key challenges …

Recommendations for determining the validity of consumer wearable and smartphone step count: expert statement and checklist of the INTERLIVE network

W Johnston, PB Judice, PM García… - British journal of sports …, 2021 - bjsm.bmj.com
Consumer wearable and smartphone devices provide an accessible means to objectively
measure physical activity (PA) through step counts. With the increasing proliferation of this …

Accuracy of consumer-level and research-grade activity trackers in ambulatory settings in older adults

S Tedesco, M Sica, A Ancillao, S Timmons, J Barton… - PloS one, 2019 - journals.plos.org
Wrist-worn activity trackers have experienced a tremendous growth lately and studies on the
accuracy of mainstream trackers used by older adults are needed. This study explores the …

Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting

Y Bai, C Tompkins, N Gell, D Dione, T Zhang, W Byun - PLoS One, 2021 - journals.plos.org
Objectives The aim of this study was to evaluate the accuracy of three consumer-based
activity monitors, Fitbit Charge 2, Fitbit Alta, and the Apple Watch 2, all worn on the wrist, in …