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评估惯性测量单元作为一种用于犬类运动步态评估的新方法。

Evaluation of inertial measurement units as a novel method for kinematic gait evaluation in dogs.

作者信息

Duerr Felix M, Pauls Alexandra, Kawcak Chris, Haussler Kevin, Bertocci Gina, Moorman Valerie, King Melissa

机构信息

Felix Duerr, Dr. med. vet., MS, DACVS, DECVS, DACVSMR, Colorado State University, Veterinary Teaching Hospital, Department of Clinical Sciences, 300 W. Drake Road, Fort Collins, CO 80523, United States, E-mail:

出版信息

Vet Comp Orthop Traumatol. 2016 Nov 23;29(6):475-483. doi: 10.3415/VCOT-16-01-0012. Epub 2016 Oct 20.

Abstract

OBJECTIVE

To evaluate the use of inertial measurement units (IMU) for quantification of canine limb kinematics.

METHODS

Sixteen clinically healthy, medium-sized dogs were enrolled. Baseline kinematic data were acquired using an optical motion capture system. Following this baseline data acquisition, a harness system was used for attachment of IMU to the animals. Optical kinematic data of dogs with and without the harness were compared to evaluate the influence of the harness on gait parameters. Sagittal plane joint kinematics acquired simultaneously with IMU and the optical system were compared for the carpal, tarsal, stifle and hip joints. Comparisons of data were made using the concordance correlation coefficient (CCC) test and evaluation of root mean squared errors (RMSE).

RESULTS

No significant differences were demonstrated in stance duration, swing duration or stride length between dogs instrumented with or without the harness, however, mean RMSE values ranged from 4.90° to 14.10° across the various joints. When comparing simultaneously acquired optical and IMU kinematic data, strong correlations were found for all four joints evaluated (CCC: carpus = 0.98, hock = 0.95, stifle = 0.98, hip = 0.96) and median RMSE values were similar across the joints ranging from 2.51° to 3.52°.

CONCLUSIONS AND CLINICAL RELEVANCE

Canine sagittal plane motion data acquisition with IMU is feasible, and optically acquired and IMU acquired sagittal plane kinematics had good correlation. This technology allows data acquisition outside the gait laboratory and may provide an alternative to optical kinematic gait analysis for the carpal, tarsal, stifle, and hip joints in the dog. Further investigation into this technology is indicated.

摘要

目的

评估惯性测量单元(IMU)在量化犬类肢体运动学方面的应用。

方法

纳入16只临床健康的中型犬。使用光学运动捕捉系统获取基线运动学数据。在获取该基线数据后,使用吊带系统将IMU附着于动物身上。比较佩戴和未佩戴吊带的犬的光学运动学数据,以评估吊带对步态参数的影响。同时比较通过IMU和光学系统获取的腕关节、跗关节、膝关节和髋关节矢状面关节运动学数据。使用一致性相关系数(CCC)检验和均方根误差(RMSE)评估进行数据比较。

结果

佩戴或未佩戴吊带的犬在站立时间、摆动时间或步长方面均未显示出显著差异,然而,各个关节的平均RMSE值在4.90°至14.10°之间。在比较同时获取的光学和IMU运动学数据时,发现所评估的所有四个关节均具有强相关性(CCC:腕关节 = 0.98,跗关节 = 0.95,膝关节 = 0.98,髋关节 = 0.96),并且各关节的RMSE中位数相似,范围在2.51°至3.52°之间。

结论及临床意义

使用IMU获取犬类矢状面运动数据是可行的,并且光学获取的和IMU获取的矢状面运动学具有良好的相关性。该技术允许在步态实验室之外进行数据采集,并且可能为犬的腕关节、跗关节、膝关节和髋关节的光学运动步态分析提供一种替代方法。表明需要对该技术进行进一步研究。

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