VisionMD: an open-source tool for video-based analysis of motor function in movement disorders

VisionMD, an open-source software for automated video-based analysis of MDS-UPDRS Part III motor tasks, offers precise, objective, and scalable assessments of motor symptoms in Parkinson's disease and other movement disorders. Leveraging deep learning, VisionMD tracks body movements to compute kinematic features that quantify symptoms severity and supports longitudinal monitoring. VisionMD's user-friendly, customizable framework empowers clinicians and researchers to objectively evaluate motor symptoms in persons with movement disorders without specialized hardware.

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Institutions

Publication Details

Journal
npj Parkinson s Disease
Published
2025-02-04
DOI
https://doi.org/10.1038/s41531-025-00876-6
Citations
10
Primary Topic
Neurological disorders and treatments
Type
article
Field-Weighted Citation Impact
13.89

Funders

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article

VisionMD: an open-source tool for video-based analysis of motor function in movement disorders

Florian Lange, Diego L. Guarín, Robert L. Peach, Joshua K. Wong et al.
10 citations
npj Parkinson s Disease
Neurological disorders and treatments
13.89
article

VisionMD: an open-source tool for video-based analysis of motor function in movement disorders

Florian Lange, Diego L. Guarín, Robert L. Peach, Joshua K. Wong, Gabriela Acevedo, Carolina Calonge
article en
10 citations

Abstract

VisionMD, an open-source software for automated video-based analysis of MDS-UPDRS Part III motor tasks, offers precise, objective, and scalable assessments of motor symptoms in Parkinson's disease and other movement disorders. Leveraging deep learning, VisionMD tracks body movements to compute kinematic features that quantify symptoms severity and supports longitudinal monitoring. VisionMD's user-friendly, customizable framework empowers clinicians and researchers to objectively evaluate motor symptoms in persons with movement disorders without specialized hardware.

npj Parkinson s DiseaseVol. 11(1)
University of Würzburg (DE), University of Florida (US), Florida College (US)
University of Florida, Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 1%
Neurological disorders and treatments
13.89
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