Application of Multi-Camera Videography for Detecting PD-related Gait Deficiencies
Objective: To identify and measure PD-specific gait signals in multi-camera videos for differentiating PD vs control (non-PD), without using specialized equipment (e.g., motion capture). Background:…Interpretable Video Analysis for Movement Disorders, A Case Study of Essential Tremor vs. Cortical Myoclonus
Objective: To demonstrate the feasibility of data-driven models for discovering interpretable movement features relevant to Essential Tremor (ET) vs Cortical Myoclonus (CM) diagnosis using video.…Ecologically Valid, Ambient, Longitudinal, and Unbiased Assessment of Treatment Efficacy in Parkinson’s Disease (EVALUATE-PD)
Objective: To determine the feasibility of using in-home digital biomarkers (DBs) and activity monitoring for clinical trials and studies of early Parkinson’s Disease (PD) and…AI-Based Detection of Tremor and Dystonia Using Deep Learning Models: A Novel Approach
Objective: Primary Objective:To develop and evaluate a machine learning-based model for the accurate classification of tremor and dystonia using video data.Secondary Objectives:To address the shortage…Usability Evaluation of a Web-based Interface for Self-Management, Remote Monitoring and Timely Review for Parkinson’s Disease (SMaRT-PD)
Objective: To evaluate the usability and acceptability of a user-interface for a clinical decision support system (CDSS), SMaRT-PD, for Parkinson’s disease. Background: PD is an…Expanding the Scope Beyond Neurosurgery: A Systematic Review on MRgFUS Complications
Objective: This systematic review aims to investigate the complications associated with MRgFUS (magnetic resonance-guided high intensity focused ultrasound) for neurological disorders and determine their frequency…Leveraging a Smartphone-based Platform for Parkinson’s disease Real-world Research: A Multicenter, Cross-sectional Feasibility Assessment Study
Objective: To evaluate the feasibility of a smartphone-based platform for remote patient-reported outcome (PRO) collection in Parkinson’s disease (PD) and explore its utility in identifying…Feature Extraction and Classification Using Smartphone-Based Alternating Tapping Tasks for Distinguishing Parkinson’s Disease from Healthy Individuals
Objective: To determine whether a smartphone-based alternating tapping task can reliably differentiate Parkinson’s disease (PD) from healthy controls and to identify the tapping metrics that…Effectiveness of Light Touch Support Device in Assisting Activities of Daily Living: A Pilot Study
Objective: To evaluate the effectiveness of a pneumatic actuator to assist Parkinson's disease patients in daily life activities. Background: Parkinson's disease patients may face difficulty…Dietary and Environmental Risk factors of Parkinson’s Disease: An integrated study combining Network Pharmacology and Molecular Docking Analyses
Objective: This large-scale case-control study using network pharmacology and molecular docking, aimed to identify dietary and environmental risk factors of Parkinson’s disease (PD). Background: PD…
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