Evaluation of a device-agnostic approach to predict sleep from raw accelerometry data collected by Apple Watch Series 7, Garmin Vivoactive 4, and ActiGraph GT9X …

RG Weaver, M de Zambotti, J White, O Finnegan… - Sleep Health, 2023 - Elsevier
Goal and aims Evaluate the performance of a sleep scoring algorithm applied to raw
accelerometry data collected from research-grade and consumer wearable actigraphy …

ActiGraph GT3X+ and actical wrist and hip worn accelerometers for sleep and wake indices in young children using an automated algorithm: validation with …

C Smith, B Galland, R Taylor… - Frontiers in psychiatry, 2020 - frontiersin.org
Objectives: Our count-scaled algorithm automatically scores sleep across 24 hours to
process sleep timing, quantity, and quality. The aim of this study was to validate the …

Comparison of multichannel and single-channel wrist-based devices with polysomnography to measure sleep in children and adolescents

S Burkart, MW Beets, B Armstrong, ET Hunt… - Journal of Clinical …, 2021 - jcsm.aasm.org
Study Objectives: To compare sleep parameters produced by the Fitbit Charge 3 (Fitbit) and
Actigraph GT9X accelerometer (Actigraph) to polysomnography in children and adolescents …

Validation of a consumer sleep wearable device with actigraphy and polysomnography in adolescents across sleep opportunity manipulations

XK Lee, NIYN Chee, JL Ong, TB Teo… - Journal of Clinical …, 2019 - jcsm.aasm.org
Study Objectives: To compare the quality and consistency in sleep measurement of a
consumer wearable device and a research-grade actigraph with polysomnography (PSG) in …

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 …

Validation of actigraphy sleep metrics in children aged 8 to 16 years: considerations for device type, placement and algorithms

KA Meredith-Jones, JJ Haszard… - International Journal of …, 2024 - Springer
Background Actigraphy is often used to measure sleep in pediatric populations, despite little
confirmatory evidence of the accuracy of existing sleep/wake algorithms. The aim of this …

Are parent‐reported sleep logs essential? A comparison of three approaches to guide open source accelerometry‐based nocturnal sleep processing in children

S Burkart, MW Beets, CD Pfledderer… - Journal of Sleep …, 2023 - Wiley Online Library
We examined the comparability of children's nocturnal sleep estimates using accelerometry
data, processed with and without a sleep log. In a secondary analysis, we evaluated factors …

Estimating sleep efficiency in 10-to-13-year-olds using a waist-worn accelerometer

MM Borghese, Y Lin, JP Chaput, I Janssen - Sleep Health, 2018 - Elsevier
Objective In field settings, wrist-and waist-worn accelerometers are typically used to assess
sleep characteristics and movement behaviors, respectively. There has been a shift in …

Performance evaluation of fitbit charge 3 and actigraphy vs. polysomnography: sensitivity, specificity, and reliability across participants and nights

G Eylon, L Tikotzky, I Dinstein - Sleep Health, 2023 - Elsevier
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 …

40 years of actigraphy in sleep medicine and current state of the art algorithms

MR Patterson, AAS Nunes, D Gerstel, R Pilkar… - NPJ Digital …, 2023 - nature.com
For the last 40 years, actigraphy or wearable accelerometry has provided an objective, low-
burden and ecologically valid approach to assess real-world sleep and circadian patterns …