ML-Based Multi-Sensor Fall Risk Screening in DMD
Quantitative Analysis of Upper Extremity Functional Movement of the Upper Extremity in Patients With Duchenne Muscular Dystrophy
Seoul National University Hospital
30 participants
Jul 18, 2024
OBSERVATIONAL
Conditions
Summary
This prospective observational study aims to analyze changes in upper extremity functional movement over time in children with Duchenne Muscular Dystrophy (DMD). Thirty patients will be evaluated at three time points (baseline, 6 months, 12 months) using clinical assessments (PUL 2.0, Brooke Scale, grip strength), computer vision-based video analysis, and machine learning algorithms. The goal is to improve future upper limb evaluation methods for non-ambulatory DMD patients. The study includes safety monitoring and adheres to ethical standards, ensuring patient data confidentiality and providing compensation if adverse effects occur.
Eligibility
Inclusion Criteria4
- Individuals with a confirmed genetic diagnosis of Duchenne Muscular Dystrophy (DMD)
- Age over 10 and under 30 years
- Brooke Scale score between 2 and 5
- Manual muscle test grade below 3 for shoulder abduction muscles
Exclusion Criteria3
- Individuals who are unable or unwilling to provide informed consent
- Brooke Scale score of 1 or 6
- Individuals with cognitive impairments that significantly limit their ability to participate in assessments
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Interventions
Thirty patients will be evaluated at three time points (baseline, 6 months, 12 months) using clinical assessments (PUL 2.0, Brooke Scale, grip strength), computer vision-based video analysis, and machine learning algorithms.
Locations(1)
View Full Details on ClinicalTrials.gov
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NCT07015632