Efficient embedded sleep wake classification for open-source actigraphy

T Banfi, N Valigi, M di Galante, P d'Ascanio, G Ciuti… - Scientific reports, 2021 - nature.com
… as an acceptably accurate estimate of sleep patterns in normal … work come from relatively
long monitoring windows (about 14 … alignment between actigraphy and polysomnography, we …

Actigraphy: Metrics reveal it is not a valid tool for determining sleep in neonates

M Derbin, L McKenna, D Chin, B Coffman… - Journal of sleep …, 2022 - Wiley Online Library
… in preterm infants, using polysomnography (PSG) as the “gold standard”. A total of 10 neonates
(mean [SD] 35.8 [1.2] … The actigraph is typically placed on the subject’s ankle or wrist and …

Optimizing actigraphic estimates of polysomnographic sleep features in insomnia disorder

BHW Te Lindert, WP van der Meijden, R Wassing… - Sleep, 2020 - academic.oup.com
… the accuracy of actigraphic estimates of sleep onset or nocturnal … is the continuous recording
of movement, usually of the wrist. … to all measurements to calculate all-night sleep feature …

The accuracy of simple, feasible alternatives to polysomnography for assessing sleep in intensive care: An observational study

LJ Delaney, E Litton, HCC Huang, V Lopez… - Australian Critical …, 2023 - Elsevier
sleep monitoring techniques such as actigraphy (ACTG), behavioural assessments, and
patient surveys are comparable with polysomnography (PSG) in accurately reporting sleep

Diagnostic value of actigraphy in hypersomnolence disorders

EW Torstensen, L Pickering, BR Kornum, B Wanscher… - Sleep Medicine, 2021 - Elsevier
… of actigraphy to quantify sleep continuity measures in comparison with polysomnography
in … The accuracy of actigraphy in the diagnosis of NT1 is not clarified, although our findings …

Validation of sleep measurement in a multisensor consumer grade wearable device in healthy young adults

JC Kanady, L Ruoff, LD Straus, J Varbel… - … of Clinical Sleep …, 2020 - jcsm.aasm.org
… than traditional polysomnography (PSG) and actigraphy. Additionally, … , Inc.), worn on the
nondominant wrist throughout the … Notably, accuracy, sensitivity, and specificity values are likely …

Validation of the Munich Actimetry Sleep Detection Algorithm for estimating sleep–wake patterns from activity recordings

AS Loock, A Khan Sullivan, C Reis… - Journal of sleep …, 2021 - Wiley Online Library
… differently from polysomnography in other sleep parameters. These … In turn, actigraphy or
actimetry (as we prefer to call it) … Sensitivity, specificity, predictive values and overall accuracy

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
… each wrist with concurrent laboratory-based polysomnography (… GENEActiv and ActiGraph
accelerometers, worn on either wrist, … Additionally, sensitivity, specificity, and accuracy of the …

Validation of photoplethysmography-and acceleration-based sleep staging in a community sample: comparison with polysomnography and Actiwatch

PK Liu, N Ting, HC Chiu, YC Lin, YT Liu… - … of Clinical Sleep …, 2023 - jcsm.aasm.org
… Although wrist-worn consumer wearables are widely used for home sleep monitoring, few
have … We should consider the impact of dominant and nondominant wrists on the accuracy of …

A comparison of agreement between actigraphy and polysomnography for assessing sleep during posttraumatic amnesia

B Fedele, D McKenzie, G Williams, R Giles… - … of Clinical Sleep …, 2022 - jcsm.aasm.org
actigraphy for determining (sleep/wake time, sleep efficiency, … This is the first study to evaluate
the accuracy of actigraphy … employed actigraphy (an accelerometer-based wrist Actigraph