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扭转工具:一种用于在 OpenSim 肌肉骨骼模型中个性化股骨和胫骨几何形状的自动化工具。

Torsion Tool: An automated tool for personalising femoral and tibial geometries in OpenSim musculoskeletal models.

机构信息

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Rehabilitation Medicine, Amsterdam Movement Sciences, de Boelelaan 1117, Amsterdam, the Netherlands; School of Allied Health Sciences, Griffith University, Gold Coast, Australia; Griffith Centre for Biomedical & Rehabilitation Engineering (GCORE), Menzies Health Institute Queensland, and Advanced Design and Prototyping Technologies Institute (ADAPT), Griffith University Gold Coast, Australia.

Centre for Sport Science and University Sports, Department of Biomechanics, Kinesiology and Computer Science in Sport, University of Vienna, Vienna, Austria.

出版信息

J Biomech. 2021 Aug 26;125:110589. doi: 10.1016/j.jbiomech.2021.110589. Epub 2021 Jun 26.

Abstract

Common practice in musculoskeletal modelling is to use scaled musculoskeletal models based on a healthy adult, but this does not consider subject-specific geometry, such as tibial torsion and femoral neck-shaft and anteversion angles (NSA and AVA). The aims of this study were to (1) develop an automated tool for creating OpenSim models with subject-specific tibial torsion and femoral NSA and AVA, (2) evaluate the femoral component, and (3) release the tool open-source. The Torsion Tool (https://simtk.org/projects/torsiontool) is a MATLAB-based tool that requires an individual's tibial torsion, NSA and AVA estimates as input and rotates corresponding bones and associated muscle points of a generic musculoskeletal model. Performance of the Torsion Tool was evaluated comparing femur bones as personalised with the Torsion Tool and scaled generic femurs with manually segmented bones as golden standard for six typically developing children and thirteen children with cerebral palsy. The tool generated femur geometries closer to the segmentations, with lower maximum (-19%) and root mean square (-18%) errors and higher Jaccard indices (+9%) compared to generic femurs. Furthermore, the tool resulted in larger improvements for participants with higher NSA and AVA deviations. The Torsion Tool allows an automatic, fast, and user-friendly way of personalising femoral and tibial geometry in an OpenSim musculoskeletal model. Personalisation is expected to be particularly relevant in pathological populations, as will be further investigated by evaluating the effects on simulation outcomes.

摘要

在肌肉骨骼建模中,常见的做法是使用基于健康成年人的缩放肌肉骨骼模型,但这并没有考虑到特定于个体的几何形状,例如胫骨扭转和股骨颈干角(NSA)和前倾角(AVA)。本研究的目的是:(1)开发一种用于创建具有个体胫骨扭转和股骨 NSA 和 AVA 的 OpenSim 模型的自动化工具;(2)评估股骨组件;(3)开源该工具。Torsion Tool(https://simtk.org/projects/torsiontool)是一个基于 MATLAB 的工具,需要个体的胫骨扭转、NSA 和 AVA 估计值作为输入,并旋转通用肌肉骨骼模型中相应的骨骼和相关肌肉点。为了评估 Torsion Tool 的性能,我们将使用该工具个性化的股骨与手动分割骨骼作为黄金标准的六个正常发育儿童和十三个脑瘫儿童的通用股骨进行比较。与通用股骨相比,该工具生成的股骨几何形状更接近分割,最大误差(-19%)和均方根误差(-18%)更低,而雅可比指数(+9%)更高。此外,该工具对 NSA 和 AVA 偏差较高的参与者有更大的改善。Torsion Tool 允许在 OpenSim 肌肉骨骼模型中自动、快速且用户友好地个性化股骨和胫骨的几何形状。预计个性化在病理人群中尤为重要,我们将通过评估对模拟结果的影响来进一步研究。

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