Article

Wearable devices can identify Parkinson’s disease up to 7 years before clinical diagnosis

2022-11-29

Abstract excerpt

Parkinson’s disease (PD) is a progressive neurodegenerative movement disorder with a latent phase and no currently existing disease-modifying treatments. Reliable predictive biomarkers that could transform efforts to develop neuroprotective treatments remain to be identified. Using UK Biobank, we investigated the predictive value of accelerometry in identifying prodromal PD in the general population and compared t...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 7dc52f42-67b3-5d40-91e3-f4ceac2856e8
DOI: 10.1101/2022.11.28.22282809

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Wearable devices can identify Parkinson’s disease up to 7 years before clinical diagnosisDOI 10.1101/2022.11.28.22282809Read

Accelerometry-Derived REM Sleep Behavior Disorder Predicts Future Parkinson’s Disease in the UK BiobankSemantic proximity Read

Digital risk score sensitively identifies presence of α-synuclein aggregation or dopaminergic deficitSemantic proximity Read

Integrated Genetic, Molecular, and Wearable Sensor Biomarkers Enable Bayesian Machine Learning-Driven Precision Stratification in Parkinson’s Disease: A Comprehensive Multi-Cohort Validation StudySemantic proximity Read

Early Detection of Parkinson’s Disease Using a Single-Arm Wearable Sensor and Convolutional Neural NetworksSemantic proximity Read

Dual foundation models for accelerometry predict future healthSemantic proximity Read

Using a Smartwatch and Smartphone to Assess Early Parkinson’s Disease in the WATCH-PD Study – 12-month resultsSemantic proximity Read

Insights from a nationwide study of 10,929 Australians living with Parkinson’s disease: Risk factors, comorbidities, and sex differencesSemantic proximity Read

Diagnostic biomarkers for Parkinson's disease at a glance: where are we?Semantic proximity Read

Wearable Gait Biomarkers and Explainable AI Identify High Prodromal Burden in Parkinson’s DiseaseSemantic proximity Read

Biomarkers of Parkinson's Disease: Screening Vital Signs and Routine Blood TestsSemantic proximity Read

Identification of kinematic biomarkers for self-reported Parkinson's disease symptomsSemantic proximity Read

Biomarkers of Parkinson’s disease: 20 years laterSemantic proximity Read