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Evaluation of the Microsoft Kinect as a clinical assessment tool of bodysway

机译:评估Microsoft Kinect作为体态评估的临床评估工具

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Total body center of mass (TBCM) is a useful kinematic measurement of body sway. However, expensive equipment and high technical requirement limit the use of motion capture systems in large-scale clinical settings. Center of pressure (CP) measurement obtained from force plates cannot accurately represent TBCM during large body sway movement. Microsoft Kinect is a rapidly developing, inexpensive, and portable posturographic device, which provides objective and quantitative measurement of TBCM sway. The purpose of this study was to evaluate Kinect as a clinical assessment tool for TBCM sway measurement. The performance of the Kinect system was compared with a Vicon motion capture system and a force plate. Ten healthy male subjects performed four upright quiet standing tasks: (1) eyes open (EOn), (2) eyes closed (ECn), (3) eyes open standing on foam (EOf), and (4) eyes closed standing on foam (ECf). Our results revealed that the Kinect system produced highly correlated measurement of TBCM sway (mean RMSE = 4.38 mm; mean CORR = 0.94 in Kinect-Vicon comparison), as well as comparable intra-session reliability to Vicon. However, the Kinect device consistently overestimated the 95% CL of sway by about 3 mm. This offset could be due to the limited accuracy, resolution, and sensitivity of the Kinect sensors. The Kinect device was more accurate in the medial-lateral than in the anterior-posterior direction, and performed better than the force plate in more challenging balance tasks, such as (ECf) with larger TBCM sway. Overall, Kinect is a cost-effective alternative to a motion capture and force plate system for clinical assessment of TBCM sway.
机译:全身重心(TBCM)是对人体摇摆的一种运动学测量方法。但是,昂贵的设备和高技术要求限制了运动捕捉系统在大规模临床环境中的使用。从测力板获得的压力中心(CP)测量值不能准确代表大车身摇摆运动中的TBCM。 Microsoft Kinect是一种快速发展,廉价且便携式的X射线照相设备,可客观,定量地测量TBCM摆幅。这项研究的目的是评估Kinect作为TBCM摇摆测量的临床评估工具。将Kinect系统的性能与Vicon运动捕捉系统和测力板进行了比较。十名健康的男性受试者执行了四个直立,安静的站立任务:(1)睁眼(EOn),(2)闭眼(ECn),(3)睁眼站在泡沫上(EOf)和(4)闭眼站在泡沫上(ECf)。我们的结果表明,Kinect系统产生了高度相关的TBCM摇摆测量值(平均RMSE = 4.38 mm;在Kinect-Vicon比较中,平均CORR = 0.94),并且在会话期间的可靠性与Vicon相当。但是,Kinect设备始终高估了摆动的95%CL约3 mm。此偏移可能是由于Kinect传感器的精度,分辨率和灵敏度有限所致。 Kinect装置在内侧-外侧比在前后方向上更准确,并且在更具挑战性的平衡任务(例如,具有较大TBCM摆幅的(ECf))中表现优于测力板。总体而言,Kinect是运动捕捉和测力板系统的一种经济有效的替代方案,可用于TBCM摇摆的临床评估。

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