基于高斯函数拟合运动曲线的躯干屈伸功能分析

C. Amici, B. Piovanelli, Federica Ragni, Raffaele Formicola, V. Cappellini, G. Candiani, A. Borboni, S. Negrini
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引用次数: 1

摘要

健康的躯干活动在日常生活活动中起着重要作用。屈伸运动是临床实践中评估脊柱功能的主要任务之一。然而,目前还没有完全共享的方法可供临床医生对运动质量进行定量评估。本文采用由8台摄像机和32个皮肤被动光学标记组成的光电系统,对36名健康成人受试者进行躯干屈伸任务,共采集104个图像。采用非对称高斯函数拟合受试者第7胸椎(T7)的绝对位移,比较4种替代代价函数在优化过程中的性能。设计了一套适合临床实践中日常使用的描述性参数,并将其应用于当前数据集。对拟合过程的残差、最优拟合函数的系数和提出的描述参数进行统计分析,勾勒出健康成人躯干屈伸运动的初步描述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Functional Analysis of the Trunk Flexion-Extension Through Gaussian Functions Fitting of the Movement Profile
A healthy mobility of the trunk plays a fundamental role in the activities of daily living. The flexion-extension movement is one of the main tasks evaluated in clinical practice to assess the functionality of the spine. Nevertheless, no fully shared methods are currently available for the clinician to perform quantitative evaluations on the movement quality. In this paper, the trunk flexion-extension task performed by 36 healthy adult subjects, for a total of 104 acquisitions, was acquired with an optoelectronic system of 8 cameras and 32 skin passive optical markers. The absolute displacement of the subject’s seventh thoracic vertebra (T7) was fitted with an asymmetric Gaussian function, comparing the performance of four alternative cost functions in the optimization process. A set of descriptive parameters for the quantitative evaluation of the profile, suitable for the everyday use in the clinical practice, was designed and applied on the current dataset. Statistical analysis was performed on residuals of the fitting process, coefficients of the optimal fitting functions and proposed descriptive parameters, outlining a preliminary description of the trunk flexion-extension movement in the healthy adult.
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