4.6 Article

Detecting Parkinson's Disease from Wrist-Worn Accelerometry in the UK Biobank

Related references

Note: Only part of the references are listed.
Article Medicine, General & Internal

Accelerometer measured physical activity and the incidence of cardiovascular disease: Evidence from the UK Biobank cohort study

Rema Ramakrishnan et al.

Summary: The study found that higher levels of physical activity are associated with a lower risk of cardiovascular disease, regardless of total, moderate-intensity, or vigorous-intensity physical activity. The greatest benefit is seen for individuals who are active at the highest level, suggesting no threshold for the inverse association between objectively measured physical activity and CVD.

PLOS MEDICINE (2021)

Article Computer Science, Information Systems

Probabilistic Modelling of Gait for Robust Passive Monitoring in Daily Life

Yordan P. Raykov et al.

Summary: In this study, a principled modeling approach for free-living gait analysis was developed to support health predictions and clinical diagnosis. Using a dataset of PD patients and controls, the framework's effectiveness in detecting gait and predicting medication-induced fluctuations in PD patients was demonstrated. The approach was shown to be robust to varying sensor locations.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2021)

Article Geriatrics & Gerontology

Quantifying the Predictive Performance of Objectively Measured Physical Activity on Mortality in the UK Biobank

Andrew Leroux et al.

Summary: The study found that objective measures of physical activity derived from wrist-worn accelerometers outperform traditional predictors of all-cause mortality in the UK Biobank, except age. Objective PA measures improve the prediction performance of mortality models based on traditional risk factors, confirming and complementing previous findings in the National Health and Nutrition Examination Survey (NHANES).

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES (2021)

Article Clinical Neurology

Long-term unsupervised mobility assessment in movement disorders

Elke Warmerdam et al.

LANCET NEUROLOGY (2020)

Article Health Care Sciences & Services

Real-Life Gait Performance as a Digital Biomarker for Motor Fluctuations: The Parkinson@Home Validation Study

Luc J. W. Evers et al.

JOURNAL OF MEDICAL INTERNET RESEARCH (2020)

Article Chemistry, Analytical

Parkinson's Disease Tremor Detection in the Wild Using Wearable Accelerometers

Ruben San-Segundo et al.

SENSORS (2020)

Article Health Care Sciences & Services

mHealth and wearable technology should replace motor diaries to track motor fluctuations in Parkinson's disease

M. Kelley Erb et al.

NPJ DIGITAL MEDICINE (2020)

Article Computer Science, Information Systems

Assessment of Speech and Fine Motor Coordination in Children With Autism Spectrum Disorder

Tanya Talkar et al.

IEEE ACCESS (2020)

Article Health Care Sciences & Services

Development of digital biomarkers for resting tremor and bradykinesia using a wrist-worn wearable device

Nikhil Mahadevan et al.

NPJ DIGITAL MEDICINE (2020)

Article Computer Science, Artificial Intelligence

Tracking depression severity from audio and video based on speech articulatory coordination

James R. Williamson et al.

COMPUTER SPEECH AND LANGUAGE (2019)

Editorial Material Clinical Neurology

Clinical Parkinson disease subtyping does not predict pathology

Alberto J. Espay et al.

NATURE REVIEWS NEUROLOGY (2019)

Article Clinical Neurology

Quantifying physical activity in early Parkinson disease using a commercial activity monitor

Sujata Pradhan et al.

PARKINSONISM & RELATED DISORDERS (2019)

Article Public, Environmental & Occupational Health

A small amount of precisely measured high-intensity habitual physical activity predicts bone health in pre- and post-menopausal women in UK Biobank

Victoria H. Stiles et al.

INTERNATIONAL JOURNAL OF EPIDEMIOLOGY (2017)

Review Clinical Neurology

Freezing of gait and fall detection in Parkinson's disease using wearable sensors: a systematic review

Ana Ligia Silva de Lima et al.

JOURNAL OF NEUROLOGY (2017)

Article Clinical Neurology

Analysis of Correlation between an Accelerometer-Based Algorithm for Detecting Parkinsonian Gait and UPDRS Subscales

Alejandro Rodriguez-Molinero et al.

FRONTIERS IN NEUROLOGY (2017)

Review Clinical Neurology

Free-living monitoring of Parkinson's disease: Lessons from the field

Silvia Del Din et al.

MOVEMENT DISORDERS (2016)

Review Clinical Neurology

Advances in markers of prodromal Parkinson disease

Ronald B. Postuma et al.

NATURE REVIEWS NEUROLOGY (2016)

Article Computer Science, Information Systems

The role of wrist-mounted inertial sensors in detecting gait freeze episodes in Parkinson's disease

Sinziana Mazilu et al.

PERVASIVE AND MOBILE COMPUTING (2016)

Article Multidisciplinary Sciences

The mPower study, Parkinson disease mobile data collected using ResearchKit

Brian M. Bot et al.

SCIENTIFIC DATA (2016)

Editorial Material Clinical Neurology

When brawn benefits brain: physical activity and Parkinson's disease risk

Caroline M. Tanner et al.

BRAIN (2015)

Article Computer Science, Information Systems

An Emerging Era in the Management of Parkinson's Disease: Wearable Technologies and the Internet of Things

Cristian F. Pasluosta et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)

Article Computer Science, Information Systems

What Engineering Technology Could Do for Quality of Life in Parkinson's Disease: A Review of Current Needs and Opportunities

Jonathan A. Stamford et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2015)

Article Clinical Neurology

Gait freezing and speech disturbance in Parkinson's disease

Hee Kyung Park et al.

NEUROLOGICAL SCIENCES (2014)

Article Behavioral Sciences

Seizure prediction using EEG spatiotemporal correlation structure

James R. Williamson et al.

EPILEPSY & BEHAVIOR (2012)

Article Clinical Neurology

Sleep in Parkinson's disease: A comparison of actigraphy and subjective measures

K. Stavitsky et al.

PARKINSONISM & RELATED DISORDERS (2010)

Article Public, Environmental & Occupational Health

Reliability of standard health assessment instruments in a large, population-based cohort study

Tyler C. Smith et al.

ANNALS OF EPIDEMIOLOGY (2007)