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经增强的脊柱模型,经验证可用于 OpenSim 中模拟动态举升任务。

An Enhanced Spine Model Validated for Simulating Dynamic Lifting Tasks in OpenSim.

机构信息

School of Human Kinetics, Faculty of Health Sciences, University of Ottawa, Ottawa, ON, K1N 6N5, Canada.

Department of Mechanical Engineering, University of Ottawa, Ottawa, ON, K1N 6N5, Canada.

出版信息

Ann Biomed Eng. 2024 Feb;52(2):259-269. doi: 10.1007/s10439-023-03368-x. Epub 2023 Sep 23.

DOI:10.1007/s10439-023-03368-x
PMID:37741902
Abstract

A fully articulated thoracolumbar spine model had been previously developed in OpenSim and had been extensively validated against experimental data during various static tasks. In the present study, we enhanced this detailed musculoskeletal model by adding the role of passive structures and adding kinematic constraints to make it suitable for dynamic tasks. We validated the spinal forces estimated by this enhanced model during nine dynamic lifting/lowering tasks. Moreover, we recently developed and evaluated five approaches in OpenSim to model the external loads applied to the hands during lifting/lowering tasks, and in the present study, we assessed which approach results in more accurate spinal forces. Regardless of the external load modeling approach, the maximum forces predicted by our enhanced spine model across all tasks, as well as the pattern of estimated spinal forces within each task, showed strong correlations (r-values and cross-correlation coefficients > 0.9) with experimental data. Given the biofidelity of our enhanced model, its accessibility via the open-source OpenSim software, and the extent to which this model has been validated, we recommend it for applications requiring estimation of spinal forces during lifting/lowering tasks using multibody-based models and inverse dynamic analyses.

摘要

一个全关节胸腰椎模型先前已在 OpenSim 中开发,并在各种静态任务中针对实验数据进行了广泛验证。在本研究中,我们通过添加被动结构的作用并添加运动学约束来增强这个详细的肌肉骨骼模型,使其适合动态任务。我们验证了该增强模型在九项动态举升/下降任务中估计的脊柱力。此外,我们最近在 OpenSim 中开发并评估了五种方法来模拟举升/下降任务中施加到手的外部负载,在本研究中,我们评估了哪种方法导致更准确的脊柱力。无论采用哪种外部负载建模方法,我们增强的脊柱模型在所有任务中预测的最大力,以及在每个任务中估计的脊柱力的模式,都与实验数据显示出很强的相关性(r 值和互相关系数>0.9)。鉴于我们增强模型的生物逼真度、通过开源 OpenSim 软件的可访问性以及该模型的验证程度,我们建议在需要使用多体模型和逆动力学分析来估计举升/下降任务中的脊柱力的应用中使用它。

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本文引用的文献

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EMG Validation of a Subject-Specific Thoracolumbar Spine Musculoskeletal Model During Dynamic Activities in Older Adults.老年人动态活动中胸腰椎脊柱肌骨骼模型的肌电图验证。
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肌肉骨骼模型确定软式主动外骨骼在提升和降低任务中对肌肉激活和力的影响。
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The effect of a soft active back support exosuit on trunk motion and thoracolumbar spine loading during squat and stoop lifts.一种柔软的主动式背部支撑外骨骼套装对深蹲和弯腰提举过程中躯干运动及胸腰椎负荷的影响。
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胸腰椎脊柱的多体模型:应用、局限性及挑战综述
Bioengineering (Basel). 2023 Feb 3;10(2):202. doi: 10.3390/bioengineering10020202.
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Evaluation of spinal force normalization techniques.脊柱力标准化技术的评估
J Biomech. 2023 Jan;147:111441. doi: 10.1016/j.jbiomech.2023.111441. Epub 2023 Jan 9.
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Using static postures to estimate spinal loading during dynamic lifts with participant-specific thoracolumbar musculoskeletal models.利用参与者特异性胸腰椎肌肉骨骼模型的静态姿势估计动态举升过程中的脊柱负荷。
Appl Ergon. 2023 Jan;106:103869. doi: 10.1016/j.apergo.2022.103869. Epub 2022 Aug 30.
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J Biomech. 2020 Nov 9;112:110024. doi: 10.1016/j.jbiomech.2020.110024. Epub 2020 Sep 6.
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A braced arm-to-thigh (BATT) lifting technique reduces lumbar spine loads in healthy and low back pain participants.支臂抱腿(BATT)举升技术可降低健康人群和腰痛患者的腰椎负荷。
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