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…Longitudinal changes of gait parameters in early Parkinson’s disease
Objective: To analyse changes in quantitative gait parameters in patients with very early, unilateral, PD over 12 months follow-up. Background: Parkinson’s disease (PD) is frequently characterized by progressive gait…Adding environmental context to passive wearable sensor data
Objective: To reduce variability in home based wearable sensor measures by automatically adding environmental context using wireless beacons. Background: Wearable sensors can provide continuous quantification…Gait impairment as predictor of falls in patients with early Parkinson’s disease
Objective: To prospectively investigate disease progression in the early-stage Parkinson’s disease (PD) patients who fall (PD-Falls) and do not fall (PD-NoFalls) in the fifth year…Validity of quantitative parameters for analyzing gait motion in PD patients after STN-DBS
Objective: The validity of parameters for quantitative assessment of gait movement characteristics specific to Parkinson's disease (PD) patients was tested with data from STN-DBS On/Off.…Quantitative 3D movement analysis detects motor improvement earlier than MDS-UPDRS in a levodopa challenge test
Objective: Characterize the response of gait in a levodopa challenge test (LCT) in PD using inertial sensor-based 3D movement analysis and MDS-UPDRS. Background: Quantitative 3D…
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