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首页> 外文期刊>Annals of Biomedical Engineering: The Journal of the Biomedical Engineering Society >Minimizing Interpolation Bias and Precision Error in In Vivo A mu CT-Based Measurements of Bone Structure and Dynamics
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Minimizing Interpolation Bias and Precision Error in In Vivo A mu CT-Based Measurements of Bone Structure and Dynamics

机译:在基于mu CT的骨骼结构和动力学测量中,最小化内插偏差和精度误差

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摘要

In vivo A mu CT imaging allows for high-resolution, longitudinal evaluation of bone properties. Based on this technology, several recent studies have developed in vivo dynamic bone histomorphometry techniques that utilize registered A mu CT images to identify regions of bone formation and resorption, allowing for longitudinal assessment of bone remodeling. However, this analysis requires a direct voxel-by-voxel subtraction between image pairs, necessitating rotation of the images into the same coordinate system, which introduces interpolation errors. We developed a novel image transformation scheme, matched-angle transformation (MAT), whereby the interpolation errors are minimized by equally rotating both the follow-up and baseline images instead of the standard of rotating one image while the other remains fixed. This new method greatly reduced interpolation biases caused by the standard transformation. Additionally, our study evaluated the reproducibility and precision of bone remodeling measurements made via in vivo dynamic bone histomorphometry. Although bone remodeling measurements showed moderate baseline noise, precision was adequate to measure physiologically relevant changes in bone remodeling, and measurements had relatively good reproducibility, with intra-class correlation coefficients of 0.75-0.95. This indicates that, when used in conjunction with MAT, in vivo dynamic histomorphometry provides a reliable assessment of bone remodeling.
机译:体内mu CT成像可对骨骼特性进行高分辨率的纵向评估。基于这项技术,最近的一些研究开发了体内动态骨组织形态测量技术,该技术利用注册的A mu CT图像来识别骨形成和吸收的区域,从而可以纵向评估骨重塑。但是,此分析需要在图像对之间直接逐个体素相减,因此必须将图像旋转到同一坐标系中,这会导致插值误差。我们开发了一种新颖的图像变换方案,即匹配角变换(MAT),从而通过均等旋转跟踪图像和基准图像,而不是旋转一个图像而另一个图像保持固定的标准,将内插误差最小化。这种新方法大大减少了由标准变换引起的插值偏差。此外,我们的研究评估了通过体内动态骨组织形态测定法进行骨重塑测量的可重复性和精度。尽管骨重塑测量显示出中等的基线噪声,但精度足以测量骨重塑的生理相关变化,并且测量具有相对较好的可重复性,组内相关系数为0.75-0.95。这表明,当与MAT结合使用时,体内动态组织形态计量学可提供可靠的骨重塑评估。

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