Department of Electrical and Biomedical Engineering, University of Vermont, USA.
Department of Electrical and Biomedical Engineering, University of Vermont, USA; Department of Orthopaedics and Rehabilitation, University of Vermont.
Med Eng Phys. 2023 Apr;114:103968. doi: 10.1016/j.medengphy.2023.103968. Epub 2023 Mar 14.
Model-based tracking (MBT) is a time-consuming and semiautomatic approach, and thus subject to errors during the tracking process. The present study aimed primarily to quantify the effects that interpolation and intra-user variability associated with MBT have on the kinematic and arthrokinematic measurements in comparison to a gold standard radiostereometric analysis (RSA). Cadaveric knee specimens were imaged at 125 Hz while simulating standing, walking, jogging, and lunging motions. (Arthro)kinematic metrics were calculated via MBT without interpolation, MBT with two interpolation techniques when every fifth or tenth frame was analyzed, and RSA. Tracking the same activity multiple times affected (p-value, largest mean difference) the flexion-extension (FE) joint angle during walking (0.03, 0.6°), and the internal-external joint angle during jogging (0.048, -0.9°). Only during jogging for the FE joint angle was there an effect of interpolation (0.046, 0.3°). Neither tracking multiple times nor interpolation affected arthrokinematic metrics (contact path locations and excursions). The present study is the first to quantify the effects that intra-user variability and interpolation have on the (arthro)kinematic measurement accuracy using MBT. Results suggest interpolation may be used without sacrificing (arthro)kinematic outcome measurement accuracy and the errors associated with intra-user variability, while small, were larger than errors due to interpolation.
基于模型的跟踪(MBT)是一种耗时且半自动的方法,因此在跟踪过程中容易出现错误。本研究的主要目的是定量评估与 MBT 相关的插值和用户内变异性对运动学和关节运动学测量的影响,与金标准放射立体分析(RSA)相比。在模拟站立、行走、慢跑和弓步运动时,以 125 Hz 的频率对尸体膝关节标本进行成像。通过不插值的 MBT、每第五或第十帧分析时使用两种插值技术的 MBT 以及 RSA 计算(关节)运动学指标。多次跟踪相同的活动会影响(p 值,最大平均差异)行走时的屈伸(FE)关节角度(0.03,0.6°)和慢跑时的内外关节角度(0.048,-0.9°)。只有在慢跑时 FE 关节角度会受到插值的影响(0.046,0.3°)。多次跟踪或插值都不会影响关节运动学指标(接触路径位置和偏移量)。本研究首次定量评估了用户内变异性和插值对 MBT 运动学(关节)测量精度的影响。结果表明,插值可以在不牺牲(关节)运动学结果测量精度和与用户内变异性相关的误差的情况下使用,尽管这些误差较小,但大于插值引起的误差。