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Accuracy of Model-based Tracking of Knee Kinematics and Cartilage Contact Measured by Dynamic Volumetric MRI

机译:动态容积MRI测量的基于模型的膝关节运动和软骨接触的跟踪精度

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摘要

The purpose of this study was to determine the accuracy of knee kinematics and cartilage contact measured by volumetric dynamic MRI. A motor-actuated phantom drove femoral and tibial bone segments through cyclic, 3D motion patterns. Volumetric images were continuously acquired using a 3D radially undersampled cine spoiled gradient echo sequence (SPGR-VIPR). Image data was binned based on position measured via MRI-compatible rotary encoder. High-resolution static images were segmented to create bone models. Model-based tracking was performed by optimally registering the bone models to the volumetric images at each frame of the SPGR-VIPR series. 3D tibiofemoral translations and orientations were reconstructed, and compared to kinematics obtained by tracking fiducial markers. Imaging was repeated on a healthy subject who performed cyclic knee flexion-extension. Cartilage contact for the subject was assessed by measuring the overlap between articular cartilage surfaces. Model-based tracking was able to track tibiofemoral angles and translations with precisions less than 0.8° and 0.5 mm. These precisions resulted in an uncertainty of less than 0.5 mm in cartilage contact location. Dynamic SPGR-VIPR imaging can accurately assess in vivo knee kinematics and cartilage contact during voluntary knee motion performed in a MRI scanner. This technology could facilitate the quantitative investigation of links between joint mechanics and the development of osteoarthritis.
机译:这项研究的目的是确定通过容积动态MRI测量膝关节运动学和软骨接触的准确性。机动模型通过周期性的3D运动模式驱动股骨和胫骨骨段。使用3D径向欠采样的电影损坏的梯度回波序列(SPGR-VIPR)连续获取体积图像。基于通过MRI兼容的旋转编码器测量的位置对图像数据进行装仓。高分辨率静态图像被分割以创建骨骼模型。通过将骨骼模型最佳地注册到SPGR-VIPR系列每一帧的体积图像中,可以执行基于模型的跟踪。重建了3D胫股平移和方向,并将其与通过跟踪基准标记获得的运动学进行了比较。在执行循环膝关节屈伸运动的健康受试者上重复进行成像。通过测量关节软骨表面之间的重叠来评估受试者的软骨接触。基于模型的跟踪能够以小于0.8°和0.5 mm的精度跟踪胫股角和平移。这些精度导致软骨接触位置的不确定度小于0.5 mm。动态SPGR-VIPR成像可以在MRI扫描仪中进行的自愿膝盖运动过程中准确评估体内的膝盖运动学和软骨接触。该技术可以促进对关节力学与骨关节炎发展之间联系的定量研究。

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