Machine Vision Based MDS-UPDRS III Machine Rating

Status Recruiting

Clinical Trial Summary

The Movement Disorders Society (MDS) Unified Parkinson's Disease Rating Scale (UPDRS) Part III (MDS-UPDRS III) is the primary assessment method for motor symptoms in Parkinson's disease patients. Currently, movement disorder specialists conduct semi-quantitative scoring, which entails limitations such as subjectivity, weak sensitivity, and a limited number of professional physicians. This study, based on machine vision, establishes gold standard labels according to expert scoring. By using machine learning, we develop a machine rating model and compare the model's performance with gold standard rating and general clinical rating to investigate the accuracy of machine vision-based MDS-UPDRS III machine rating.

Clinical Trial Description

n/a

Study Design

Related Conditions & MeSH terms

Clinical Trial Details

NCT number	NCT05906719
Study type	Observational
Source	Ruijin Hospital
Contact	Lun Liu, MD,PhD
Phone	021-86-64370045
Email	jly0520@hotmail.com
Status	Recruiting
Phase
Start date	March 1, 2023
Completion date	April 1, 2024

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