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

IF 8.2 1区 医学 Q1 NEUROSCIENCES NPJ Parkinson's Disease Pub Date : 2025-02-04 DOI:10.1038/s41531-025-00876-6
Gabriela Acevedo, Florian Lange, Carolina Calonge, Robert Peach, Joshua K. Wong, Diego L. Guarin
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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.

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VisionMD:基于视频分析运动障碍患者运动功能的开源工具
VisionMD是一款开源软件,用于MDS-UPDRS第三部分运动任务的自动视频分析,为帕金森病和其他运动障碍的运动症状提供精确、客观和可扩展的评估。利用深度学习,VisionMD跟踪身体运动,计算运动学特征,量化症状的严重程度,并支持纵向监测。VisionMD的用户友好,可定制的框架使临床医生和研究人员能够客观地评估运动障碍患者的运动症状,而无需专门的硬件。
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来源期刊
NPJ Parkinson's Disease
NPJ Parkinson's Disease Medicine-Neurology (clinical)
CiteScore
9.80
自引率
5.70%
发文量
156
审稿时长
11 weeks
期刊介绍: npj Parkinson's Disease is a comprehensive open access journal that covers a wide range of research areas related to Parkinson's disease. It publishes original studies in basic science, translational research, and clinical investigations. The journal is dedicated to advancing our understanding of Parkinson's disease by exploring various aspects such as anatomy, etiology, genetics, cellular and molecular physiology, neurophysiology, epidemiology, and therapeutic development. By providing free and immediate access to the scientific and Parkinson's disease community, npj Parkinson's Disease promotes collaboration and knowledge sharing among researchers and healthcare professionals.
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