Predicting MDS-UPDRS Ratings for Deep Brain Stimulation Patients Using Wearable Sensor Data
Objective: To predict gait and speech scores of the (MDS)-Unified Parkinson’s Disease Rating Scale (UPDRS) for chronic subthalamic deep brain stimulation (STN-DBS) patients using wearable…Emotional and cognitive information processing in obstacle negotiation in patient with Parkinson’s disease and freezing
Objective: We used emotional (images from the International Affective Picture System - IAPS)1 and cognitive inputs(visual perturbation in a stepping-over-the-obstacle task) with the aim to…Automatic Estimation of MDS-UPDRS Gait Scores from Videos with Multi-Rater Disagreements
Objective: Early diagnosis of Parkinson's disease (PD) and tracking its signs are crucial for developing treatment plans. The MDS-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) defines…The retrograde procedural memory in people with Parkinson’s disease with or without freezing of gait – a cross-sectional study.
Objective: To investigate the retrograde procedural memory in people with typical Parkinson’s disease (PwP) with or without freezing of gait (FOG). We hypothesized that the…FOG-IT – Towards Personalized Freezing of Gait detection using Artificial Intelligence
Objective: Validate a novel software platform to measure freezing of gait using a modular build-up from 1) basic algorithm, to 2) integration of wearable sensor…Associations between balance confidence, gait, postural stability, and muscle strength in people with Parkinson’s disease
Objective: This study aimed to investigate the associations between balance confidence and gait difficulty, postural instability, and muscle weakness in people with Parkinson’s disease (PD).…Comparison of gait measures in a clinic and a community setting in people with and without Parkinson’s disease
Objective: This study aimed to investigate measures that best discriminated gait characteristics of people with Parkinson's disease (PD) from age-matched healthy control subjects (HC) in…Connecting digital mobility outcomes with clinical assessments in disorders such as Parkinson’s disease: the Mobilise-D study
Objective: To develop an algorithm for the evaluation of real world walking in Parkinson’s disease and other disorders, using data obtained from a lower back-worn…Association of gait domains with cognitive and neuropsychiatric domains in patients with Parkinson’s disease: A Brazilian exploratory study
Objective: (i) To examine the association of gait domains (single and dual task (DT) walk) with cognitive and neuropsychiatric domains in patients with Parkinson’s disease…Researches on the correlation between wearable device data and UPDRS scores in patients with Parkinson’s disease
Objective: To collect spatiotemporal parameter information of motor symptoms in patients with Parkinson's disease (PD) using wearable device, and analyze its correlation with the Unified…
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