An algorithm for actigraphy-based sleep/wake scoring: Comparison with polysomnography

S Lüdtke, W Hermann, T Kirste, H Beneš… - Clinical …, 2021 - Elsevier
Objective To evaluate the accuracy of actigraphy against polysomnography (PSG) as gold
standard using a newly developed algorithm for sleep/wake discrimination that explicitly …

Optimizing actigraphic estimates of polysomnographic sleep features in insomnia disorder

BHW Te Lindert, WP van der Meijden, R Wassing… - Sleep, 2020 - academic.oup.com
Abstract Study Objectives Actigraphy is a useful tool for estimating sleep, but less accurately
distinguishes sleep and wakefulness in patients with insomnia disorder (ID) than in good …

Algorithms for sleep–wake identification using actigraphy: a comparative study and new results

J Tilmanne, J Urbain, MV Kothare… - Journal of sleep …, 2009 - Wiley Online Library
The aim of this study was to investigate two new scoring algorithms employing artificial
neural networks and decision trees for distinguishing sleep and wake states in infants using …

Comparison of three actigraphic algorithms used to evaluate sleep in patients with obstructive sleep apnea

MJ Kim, GH Lee, CS Kim, WS Kim, YS Chung… - Sleep and …, 2013 - Springer
Purpose Actigraphy is a non-invasive and valid method to detect sleep/wake status.
However, the technique lacks reliability in patients with sleep-disordered breathing and its …

Personalized sleep parameters estimation from actigraphy: a machine learning approach

A Khademi, Y El-Manzalawy, L Master… - Nature and Science …, 2019 - Taylor & Francis
Background The current gold standard for measuring sleep is polysomnography (PSG), but
it can be obtrusive and costly. Actigraphy is a relatively low-cost and unobtrusive alternative …

Automatic sleep scoring in normals and in individuals with neurodegenerative disorders according to new international sleep scoring criteria

PS Jensen, HBD Sorensen, HL Leonthin… - Journal of Clinical …, 2010 - journals.lww.com
The aim of this study was to develop a fully automatic sleep scoring algorithm on the basis of
a reproduction of new international sleep scoring criteria from the American Academy of …

Sleep assessment by means of a wrist actigraphy-based algorithm: agreement with polysomnography in an ambulatory study on older adults

G Regalia, G Gerboni, M Migliorini, M Lai… - Chronobiology …, 2021 - Taylor & Francis
The purpose of the present work is to examine, on a clinically diverse population of older
adults (N= 46) sleeping at home, the performance of two actigraphy-based sleep tracking …

Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients

CA Kushida, A Chang, C Gadkary, C Guilleminault… - Sleep medicine, 2001 - Elsevier
Objective: Comparison of polysomnography (PSG)-derived sleep parameters (total sleep
time, sleep efficiency, and number of awakenings) to those derived from actigraphy and …

A novel adaptive wrist actigraphy algorithm for sleep-wake assessment in sleep apnea patients

J Hedner, G Pillar, SD Pittman, D Zou, L Grote… - Sleep, 2004 - academic.oup.com
Abstract Study Objectives: Current actigraphic algorithms are relatively less accurate in
detecting sleep and wake in sleep apnea patients than in people without sleep apnea. In the …

[HTML][HTML] Wake detection capacity of actigraphy during sleep

J Paquet, A Kawinska, J Carrier - Sleep, 2007 - ncbi.nlm.nih.gov
Study Objectives: To evaluate the ability of actigraphy compared to polysomnography (PSG)
to detect wakefulness in subjects submitted to 3 sleep conditions with different amounts of …