Multimodal Information Exploration for Automated Clinical Scale Prediction in Neurodegenerative Diseases
Objective: The primary objective of this study was to develop and evaluate machine learning methods for the automatic prediction of standardized clinical scales using multimodal…Global Performance Patterns in the MDS-UPDRS Motor Certification Program: A five-year Analysis
Objective: To evaluate participation trends, certification rates, case-level difficulty, and item-level performance patterns over five years. Background: The MDS-UPDRS Part III is a core outcome…Correlational Study of the Clinical Impression of Severity Index for Parkinson’s Disease (CISI-PD) with Functional Mobility Measures
Objective: To evaluate the correlation between CISI-PD by examining its association with four widely-validated functional mobility measures in PD: the 5 Times Sit-to-Stand Test (5xSTS),…Weight and Body Mass Index Changes in Parkinson’s Disease and Their Association with Disease Progression: A Two-Year Longitudinal Study
Objective: To analyze disease progression in relation to changes in body weight (BW) and body mass index (BMI) over two years in Parkinson’s disease (PD)…The Prevalence of Parkinson’s Disease in Kilifi County, Kenya: A ‘Transforming Parkinson’s Care in Africa’ (TraPCAf) study
Objective: We aimed to determine the prevalence of PD in Kilifi County, Kenya within the Kilifi Health and Demographic Surveillance System and evaluate the performance…Video-Based Gait Analysis for Objective Assessment of Motor Severity and Surgical Outcome in Parkinson’s Disease: A Scalable Alternative to Subjective Rating
Objective: To evaluate the accuracy of a gait-focused video analysis model in predicting clinical scores and post-surgical improvement in Parkinson’s disease (PD) Background: The MDS-UPDRS…Mild Parkinsonian Signs in Prodromal Parkinson’s Disease
Objective: To investigate the prevalence and severity of mild Parkinsonian motor signs in a longitudinal cohort stratified by the Movement Disorder Society (MDS) prodromal risk…Gauging The Applicability Of The Global Assessment Scale for Wilson’s Disease in Brazil
Objective: To evaluate the clinical applicability of the Global Assessment Scale for Wilson's Disease (GAS-WD) in the Brazilian context. Background: Wilson's disease (WD) is a…MDS Guidance Framework for Electronic Clinical Outcome Assessments: Updating Practices for Validation and Implementation
Objective: To present the draft International Parkinson and Movement Disorder Society (MDS) guidance framework for validating, evaluating, and implementing electronic clinical outcome assessments (eCOAs). Background:…Retrospective Video-Based Motor Assessment: Feasibility and Inter-Rater Variability in Remote Scoring
Objective: To assess the feasibility of extracting video-derived motor biomarkers from retrospective clinical recordings in Parkinson's disease (PD) and quantify agreement with clinician-rated MDS-UPDRS Part III item…
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