NCT04974034

Movement Disorders Analysis Using a Deep Learning Approach

• Status: Completed
• Phase: —
• Study type: Observational
• Enrollment: 50 (actual)
• Sponsor: Hospital Avicenne · Academic / Other
• Sex: All
• Age: 18 Years
• Healthy volunteers: Accepted

Summary

Bradykinesia is a key parkinsonian feature yet subjectively assessed by the MDS-UPDRS score, making reproducible measurements and follow-up challenging. In a Movement Disorder Unit, the investigators acquired a large database of videos showing parkinsonian patients performing Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III protocols. Using a Deep Learning approach on these videos, the investigators aimed to develop a tool to compute an objective score of bradykinesia from the three upper limb tests described in the Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III.

Conditions

• Bradykinesia
• Parkinson Disease
• Hypokinesia
• Akinesia
• Parkinsonian Syndrome
• Parkinsonian Disorders

Timeline

• Start date: 2019-06-01
• Primary completion: 2020-11-18
• Completion: 2020-12-31
• First posted: 2021-07-23
• Last updated: 2021-07-23

Locations

1 site across 1 country: France