Clustering and Identification of Parkinson’s Disease Severity Subtypes Using Multimodal Data and Machine Learning Approaches
Objective: This study aimed to classify Parkinson’s disease (PD) severity subtypes by integrating objective multimodal data with machine learning (ML) techniques. We applied unsupervised clustering…Static Posturography Changes Following Unilateral MRI-Guided High Frequency Focused Ultrasound Thalamotomy – case series
Objective: To study the effects of MRI-guided High Frequency Focused Ultrasound on Center of Pressure measurements obtained using force plates. Background: MRI-Guided High Frequency Focused Ultrasound…Spatiotemporal Gait Norms in Essential Tremor
Objective: The purpose of this study is to establish gait references in a large cohort of essential tremor (ET) patients. We analyzed the spatial temporal…Influence of Fatigue in Parkinson’s Disease on Variability of Gait Measures
Objective: This project aims to explore the experience of fatigue in Parkinson’s patients, and its influence on gait variability in stride frequency and ground contact…Enhancing Real-Life Gait Performance in Persons with Parkinson Disease through the Music-Based BeatWalk Application
Objective: The goal of this study was to explore real life data collected during a gait rehabilitation program with music on Persons with Parkinson Disease.…Benefits of Exercise on Mobility, Balance, and Cognition in Community-Dwelling Older Adults: An On-Land vs. In-Water Comparison Study
Objective: We conducted a three-arm trial (water exercise group × land exercise group × no exercise group) to assess the effects of a 4-month exercise…The Effect of Stochastic Resonance Stimulation in Neural Control of Balance During Walking in Parkinson Disease
Objective: This study aimed to investigate the effect of stochastic resonance (SR) stimulation on balance control during visually perturbed walking in people with Parkinson disease…Gait Analysis in the 6-Hydroxydopamine Hemiparkinson Rat Model with Deep Brain Stimulation in the Subthalamic nucleus
Objective: The study aims to quantify motor improvement after chronic subthalamic nucleus deep brain stimulation (STN-DBS) in the 6-hydroxydopamine (6-OHDA) hemiparkinson rat model using a…Model-Based Gait Outcomes to Track Parkinson’s Disease Progression ?
Objective: To determine whether outcomes extracted from a gait model can serve as markers of symptoms and neurodegeneration progression in Parkinson’s disease (PD). Background: Longitudinal…Physical activity in patients with atypical parkinsonian syndromes – Collection of real-world data
Objective: To record mobility in everyday life of patients with MSA, PSP and IPD using sensor-technology over several days. Background: Even in the early disease…
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