Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages
S Haghayegh, S Khoshnevis… - Chronobiology …, 2020 - Taylor & Francis
We compared performance in deriving sleep variables by both Fitbit Charge 2™, which
couples body movement (accelerometry) and heart rate variability (HRV) in combination with …
couples body movement (accelerometry) and heart rate variability (HRV) in combination with …
[HTML][HTML] Accuracy of wristband Fitbit models in assessing sleep: systematic review and meta-analysis
S Haghayegh, S Khoshnevis, MH Smolensky… - Journal of medical …, 2019 - jmir.org
Background Wearable sleep monitors are of high interest to consumers and researchers
because of their ability to provide estimation of sleep patterns in free-living conditions in a …
because of their ability to provide estimation of sleep patterns in free-living conditions in a …
Performance evaluation of fitbit charge 3 and actigraphy vs. polysomnography: sensitivity, specificity, and reliability across participants and nights
Goal and aims Compare the accuracy and reliability of sleep/wake classification between
the Fitbit Charge 3 and the Micro Motionlogger actigraph when applying either the Cole …
the Fitbit Charge 3 and the Micro Motionlogger actigraph when applying either the Cole …
Performance comparison of different interpretative algorithms utilized to derive sleep parameters from wrist actigraphy data
S Haghayegh, S Khoshnevis… - Chronobiology …, 2019 - Taylor & Francis
We compared performance of four popular interpretative algorithms (IAs), ie, Cole–Kripke,
Rescored Cole–Kripke, Sadeh, and UCSD, utilized to derive sleep parameters from wrist …
Rescored Cole–Kripke, Sadeh, and UCSD, utilized to derive sleep parameters from wrist …
Movement toward a novel activity monitoring device
HE Montgomery-Downs, SP Insana, JA Bond - Sleep and Breathing, 2012 - Springer
Purpose Although polysomnography is necessary for diagnosis of most sleep disorders, it is
also expensive, time-consuming, intrusive, and interferes with sleep. Field-based activity …
also expensive, time-consuming, intrusive, and interferes with sleep. Field-based activity …
Validation of an automated sleep detection algorithm using data from multiple accelerometer brands
T Plekhanova, AV Rowlands, MJ Davies… - Journal of Sleep …, 2023 - Wiley Online Library
To evaluate the criterion validity of an automated sleep detection algorithm applied to data
from three research‐grade accelerometers worn on each wrist with concurrent laboratory …
from three research‐grade accelerometers worn on each wrist with concurrent laboratory …
[HTML][HTML] Deep neural network sleep scoring using combined motion and heart rate variability data
S Haghayegh, S Khoshnevis, MH Smolensky, KR Diller… - Sensors, 2020 - mdpi.com
Background: Performance of wrist actigraphy in assessing sleep not only depends on the
sensor technology of the actigraph hardware but also on the attributes of the interpretative …
sensor technology of the actigraph hardware but also on the attributes of the interpretative …
The convergent validity of Actiwatch 2 and ActiGraph Link accelerometers in measuring total sleeping period, wake after sleep onset, and sleep efficiency in free-living …
Purpose Physical activity (PA) and sleep are important to health; thus, it is important for
researchers to have valid tools to measure them. Accelerometers have been proven valid for …
researchers to have valid tools to measure them. Accelerometers have been proven valid for …
The development and accuracy of the THIM wearable device for estimating sleep and wakefulness
Introduction THIM is a new wearable device worn on the finger that can passively monitor
sleep and wakefulness overnight using actigraphy. This article showcases the development …
sleep and wakefulness overnight using actigraphy. This article showcases the development …
Evaluations of commercial sleep technologies for objective monitoring during routine sleeping conditions
JD Stone, LE Rentz, J Forsey, J Ramadan… - Nature and science of …, 2020 - Taylor & Francis
Purpose The commercial market is saturated with technologies that claim to collect
proficient, free-living sleep measurements despite a severe lack of independent third-party …
proficient, free-living sleep measurements despite a severe lack of independent third-party …