WATCH-PD: Detecting Early-Stage PD using Feature Engineering and Machine Learning in Remote Sensor-Based Assessments
Objective: Use feature engineering and machine learning to evaluate digital biomarkers of early-stage Parkinson’s disease (PD) in the WATCH-PD study. Background: WATCH-PD – a one-year…Freezing of Gait Can Predict Cognitive Decline in Parkinson’s Disease
Objective: To investigate the associations between cognitive impairment and cognitive decline in different domains and FOG status using multiple neuropsychological tests. Background: Freezing of gait…A user experience evaluation of a Huntington’s disease app: Implications for mobile-first design
Objective: To evaluate usability, functionality, and interface design to inform improvements for future iterations of the GEORGE® app for use in research. Background: GEORGE® is…The phenomenon of unexpectedly high functional mobility in people with typical Parkinson’s disease. A cross-sectional data analysis.
Objective: To describe the frequency of people with typical Parkinson’s disease (PD) with unexpectedly high functional mobility (a high functional mobility despite the presence of…White Matter Correlates of Physical Therapy Measures in Parkinson’s disease Patients with Freezing of Gait
Objective: To identify white-matter (WM) correlates of physical therapy (PT)-measures in Parkinson’s disease (PD) patients with freezing of gait (FOG). Background: Significant gap remains in…Validation of a patient-reported functional mobility composite score (FMCS) in people with typical Parkinson’s disease
Objective: To investigate the convergent and discriminative validity of a patient-reported FMCS in people with typical PD (PwP). Background: Although a patient-reported instrument is less…The agreement between automated and expert FOG annotations during an at-home protocol: influence of dopaminergic medication and task
Objective: To investigate agreement between a recent automated FOG detection algorithm and expert video ratings, and the influence of dopaminergic medication and task context. Background:…Gait Characteristics from Daily Life Increase Ability to Predict Future Falls in People with Parkinson’s Disease
Objective: We investigated if digital measures of different aspects of gait (walking and turning) from a week of daily activities increase discriminative ability to predict…Fingolimod-responsive complex hyperkinetic movement disorder in neuromyelitis optica spectrum disorder
Objective: Highlight a complex hyperkinetic movement disorder in Neuromyelitis optica spectrum disorder exacerbation with remission on fingolimod therapy. Background: Neuromyelitis optica spectrum disorder (NMOSD) can…Measuring what matters in Parkinson’s disease – validating real-world digital mobility outcomes for widespread adoption
Objective: To validate and support widespread adoption of real-world digital mobility outcomes (DMOs) to monitor mobility performance, disease progression and predict falls in patients with…
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