Photoplethysmogram analysis and applications: an integrative review

J Park, HS Seok, SS Kim, H Shin - Frontiers in Physiology, 2022 - frontiersin.org
Beyond its use in a clinical environment, photoplethysmogram (PPG) is increasingly used for
measuring the physiological state of an individual in daily life. This review aims to examine …

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 …

[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 …

[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 …

2017 ISHNE-HRS expert consensus statement on ambulatory ECG and external cardiac monitoring/telemetry

JS Steinberg, N Varma, I Cygankiewicz, P Aziz… - Heart rhythm, 2017 - Elsevier
Ambulatory ECG (AECG) is very commonly employed in a variety of clinical contexts to
detect cardiac arrhythmias and/or arrhythmia patterns which are not readily obtained from …

[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 …

[HTML][HTML] Accuracy of heart rate watches: implications for weight management

MP Wallen, SR Gomersall, SE Keating, U Wisløff… - PloS one, 2016 - journals.plos.org
Background Wrist-worn monitors claim to provide accurate measures of heart rate and
energy expenditure. People wishing to lose weight use these devices to monitor energy …

[HTML][HTML] Accuracy assessment of oura ring nocturnal heart rate and heart rate variability in comparison with electrocardiography in time and frequency domains …

R Cao, I Azimi, F Sarhaddi, H Niela-Vilen… - Journal of Medical …, 2022 - jmir.org
Background Photoplethysmography is a noninvasive and low-cost method to remotely and
continuously track vital signs. The Oura Ring is a compact photoplethysmography-based …

Wearable training-monitoring technology: applications, challenges, and opportunities

M Cardinale, MC Varley - International journal of sports …, 2017 - journals.humankinetics.com
The need to quantify aspects of training to improve training prescription has been the holy
grail of sport scientists and coaches for many years. Recently, there has been an increase in …

How accurate are the wrist-based heart rate monitors during walking and running activities? Are they accurate enough?

SE Stahl, HS An, DM Dinkel… - BMJ open sport & …, 2016 - bmjopensem.bmj.com
Background Heart rate (HR) monitors are valuable devices for fitness-orientated individuals.
There has been a vast influx of optical sensing blood flow monitors claiming to provide …