[PDF][PDF] Nonparametric Time Series Summary Statistics for High-Frequency Actigraphy Data from Individuals with Advanced Dementia

K Suibkitwanchai, AM Sykulski, GP Algorta… - arXiv preprint arXiv …, 2020 - researchgate.net
Actigraphy data has been widely used to measure activity and the circadian rhythm of
individuals across the health sciences, in particular with people with advanced dementia …

Nonparametric time series summary statistics for high-frequency accelerometry data from individuals with advanced dementia

K Suibkitwanchai, AM Sykulski, G Perez Algorta… - PLoS …, 2020 - journals.plos.org
Accelerometry data has been widely used to measure activity and the circadian rhythm of
individuals across the health sciences, in particular with people with advanced dementia …

Variations in rest‐activity cycle length and peak timing during Alzheimer's progression

C Gao, L Gao, N Gaykova, L Yu, J Yang… - Alzheimer's & …, 2023 - Wiley Online Library
Background Rest‐activity rhythm is commonly used to assess the circadian regulation and
its changes with aging and Alzheimer's disease (AD). Traditional rhythmicity analyses such …

A non-parametric model: free analysis of actigraphic recordings of acute insomnia patients

A Marín-García, R Fossion… - Royal Society …, 2022 - royalsocietypublishing.org
Both parametric and non-parametric approaches to time-series analysis have advantages
and drawbacks. Parametric methods, although powerful and widely used, can yield …

Circadian age, chronological age, and Alzheimer's dementia

P Li, H Sun, C Gao, L Gao, L Yu, J Yang… - Alzheimer's & …, 2022 - Wiley Online Library
Background In older adults, circadian rhythms show alterations in multiple dimensions with
aging and during Alzheimer's dementia progression. We propose that circadian function …

Multiscale adaptive analysis of circadian rhythms and intradaily variability: Application to actigraphy time series in acute insomnia subjects

R Fossion, AL Rivera, JC Toledo-Roy, J Ellis… - PLoS …, 2017 - journals.plos.org
Circadian rhythms become less dominant and less regular with chronic-degenerative
disease, such that to accurately assess these pathological conditions it is important to …

Correction: Multiscale adaptive analysis of circadian rhythms and intradaily variability: Application to actigraphy time series in acute insomnia subjects

PLOS ONE Staff - Plos one, 2017 - journals.plos.org
This article was republished on October 26, 2017, to correct errors in Figs 3, 4, 5, 8, and 9
that were introduced during the typesetting process. The publisher apologizes for the errors …

A biological age biomarker based on circadian rest‐activity rhythms and risk of dementia

P Li, L Gao, H Sun, C Gao, R Cai… - Alzheimer's & …, 2023 - Wiley Online Library
Background Circadian function is altered with aging, leading to changes in the∼ 24‐h
rhythms of behavior and physiology. Based on circadian rest‐activity rhythms (CRAR), we …

Characterizing behavioral activity rhythms in older adults using actigraphy

AB Neikrug, IY Chen, JR Palmer, SM McCurry… - Sensors, 2020 - mdpi.com
Wrist actigraphy has been used to assess sleep in older adult populations for nearly half a
century. Over the years, the continuous raw activity data derived from actigraphy has been …

[PDF][PDF] nt pa, N.,… Lamers, F.(2021)

S Difrancesco, H Riese… - … , health and lifest … - scholarlypublications …
Background: Analyzing actigraphy data using standard circadian parametric models and
aggregated nonparametric indices may obscure temporal information that may be a …