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BradykAn: A motion capture system for objectification of hand motor tests in Parkinson Disease

机译:布雷迪安(BradykAn):一种运动捕获系统,用于对帕金森氏病进行手部运动测试的客观化

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摘要

We developed a software program, BradykAn, that computes motion characteristics and processes data acquired from compact optical motion capture systems (MoCap) such as Optitrack V120: Trio which provides accurate and easily acquired information about 3-dimensial movement. BradykAn has implemented algorithms and protocols for the evaluation of Unified Parkinson's Disease Rating Scale hand motor tests. The BradykAn was validated on a finger tapping test for patients with Parkinson Disease (PD), where the parameters describing repetitive movement speed, amplitude, and frequency were computed. We examined 55 PD patients (29M,26F), mean age 65 (46-85) years, H&Y stage 2 (1-2.5) and 59 (28M,31F) normal controls, mean age 65 (41-83) years. The analysis delivered significant results in most parameters. The best amplitude decrement parameter (p<;0.001, AUC=0.80) was slightly better when compared to an expert rating (p<;0.001,AUC=0.79) with a correlation of (ρ=-0.13). Expert ratings correlated with the parameters opening velocity (p<;0.001,AUC=0.74,ρ=-0.43) and closing velocity (p<;0.001,AUC=0.66,ρ=-0.41). A newly defined parameter which combines amplitude decrement and opening velocity had an AUC=0.84 and correlated at 0.56 (p<;0.001) with the expert rating. These parameters representing bradykinesia in PD were algorithmically selected. We showed that the BradykAn system allows an independent analysis of individual components from hand motor tests and can be useful for clinical examination.
机译:我们开发了软件程序BradykAn,用于计算运动特征并处理从紧凑型光学运动捕捉系统(MoCap)(例如Optitrack V120:Trio)获取的数据,该程序可提供有关3维运动的准确且易于获取的信息。 BradykAn已实施了用于评估统一帕金森氏疾病评级量表手部运动测试的算法和协议。 BradykAn在帕金森病(PD)患者的手指敲击测试中得到验证,其中计算了描述重复运动速度,幅度和频率的参数。我们检查了55名PD患者(29M,26F),平均年龄65(46-85)岁,H&Y 2期(1-2.5)和59(28M,31F)正常对照,平均年龄65(41-83)岁。该分析在大多数参数上均取得了显著成果。与专家评级(p <; 0.001,AUC = 0.79)相比,最佳振幅减小参数(p <; 0.001,AUC = 0.80)稍好一些,相关性为(ρ= -0.13)。专家评级与参数打开速度(p <; 0.001,AUC = 0.74,ρ= -0.43)和关闭速度(p <; 0.001,AUC = 0.66,ρ= -0.41)相关。新定义的将振幅减小和打开速度结合起来的参数的AUC = 0.84,与专家评级的相关值为0.56(p <; 0.001)。这些参数代表PD的运动迟缓是通过算法选择的。我们证明了BradykAn系统可以对手部运动测试中的各个组件进行独立分析,并且可以用于临床检查。

著录项

  • 来源
  • 会议地点 Sinaia(RO)
  • 作者单位

    Dept. of Biomedical Informatics, Faculty of Biomedical Engineering, Czech Technical University in Prague, Kladno, Czech Republic;

    Dept. of Biomedical Informatics, Faculty of Biomedical Engineering, Czech Technical University in Prague, Kladno, Czech Republic;

    Dept. of Biomedical Informatics, Faculty of Biomedical Engineering, Czech Technical University in Prague, Kladno, Czech Republic;

    Dept. of Biomedical Informatics, Faculty of Biomedical Engineering, Czech Technical University in Prague, Kladno, Czech Republic;

    Dept. of Biomedical Informatics, Faculty of Biomedical Engineering, Czech Technical University in Prague, Kladno, Czech Republic;

    Dept. of Neurology, 1st Medical Faculty, Charles University in Prague, Czech Republic;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Thumb; Software; Motion measurement; Cameras; Parkinson's disease;

    机译:拇指;软件;运动测量;相机;帕金森氏病;
  • 入库时间 2022-08-26 13:47:10

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