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Large scale population assessment of physical activity using wrist worn accelerometers: the UK biobank study
Background Physical activity has not been objectively measured in prospective cohorts with
sufficiently large numbers to reliably detect associations with multiple health outcomes …
sufficiently large numbers to reliably detect associations with multiple health outcomes …
Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants
Current public health guidelines on physical activity and sleep duration are limited by a
reliance on subjective self-reported evidence. Using data from simple wrist-worn activity …
reliance on subjective self-reported evidence. Using data from simple wrist-worn activity …
Free-living gait characteristics in ageing and Parkinson's disease: impact of environment and ambulatory bout length
Background Gait is emerging as a powerful diagnostic and prognostic tool, and as a
surrogate marker of disease progression for Parkinson's disease (PD). Accelerometer-based …
surrogate marker of disease progression for Parkinson's disease (PD). Accelerometer-based …
Accelerometer-assessed physical activity in epidemiology: are monitors equivalent?
PURPOSE: Accelerometers are increasingly being used to assess physical activity in large-
scale surveys. Establishing whether key physical activity outcomes can be considered …
scale surveys. Establishing whether key physical activity outcomes can be considered …
EVIDENCE publication checklist for studies evaluating connected sensor technologies: explanation and elaboration
Abstract The EVIDENCE (EValuatIng connecteD sENsor teChnologiEs) checklist was
developed by a multidisciplinary group of content experts convened by the Digital Medicine …
developed by a multidisciplinary group of content experts convened by the Digital Medicine …
Association between accelerometer-measured irregular sleep duration and type 2 diabetes risk: a prospective cohort study in the UK biobank
OBJECTIVE To evaluate the association between irregular sleep duration and incident
diabetes in a UK population over 7 years of follow-up. RESEARCH DESIGN AND …
diabetes in a UK population over 7 years of follow-up. RESEARCH DESIGN AND …
CAPTURE-24: A large dataset of wrist-worn activity tracker data collected in the wild for human activity recognition
Existing activity tracker datasets for human activity recognition are typically obtained by
having participants perform predefined activities in an enclosed environment under …
having participants perform predefined activities in an enclosed environment under …
Falls risk in relation to activity exposure in high-risk older adults
Background Physical activity is linked to many positive health outcomes, stimulating the
development of exercise programs. However, many falls occur while walking and so …
development of exercise programs. However, many falls occur while walking and so …
Association of physical activity pattern and risk of Parkinson's disease
F Lin, Y Lin, L Chen, T Huang, T Lin, J He, X Lu… - NPJ Digital …, 2024 - nature.com
Increasing evidence suggests an association between exercise duration and Parkinson's
disease. However, no high-quality prospective evidence exists confirming whether …
disease. However, no high-quality prospective evidence exists confirming whether …
Entropy of real-world gait in Parkinson's disease determined from wearable sensors as a digital marker of altered ambulatory behavior
Parkinson's disease (PD) is a common age-related neurodegenerative disease. Gait
impairment is frequent in the later stages of PD contributing to reduced mobility and quality …
impairment is frequent in the later stages of PD contributing to reduced mobility and quality …