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基于图像的有限元分析中噪声和分辨率对松质骨力学性能的影响

Implications of noise and resolution on mechanical properties of trabecular bone estimated by image-based finite-element analysis.

作者信息

Rajapakse Chamith S, Magland Jeremy, Zhang X Henry, Liu X Sherry, Wehrli Suzanne L, Guo X Edward, Wehrli Felix W

机构信息

Department of Radiology, Laboratory for Structural NMR Imaging, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.

出版信息

J Orthop Res. 2009 Oct;27(10):1263-71. doi: 10.1002/jor.20877.

Abstract

Recent advances in micro-magnetic resonance imaging (microMRI) now allow noninvasive assessment of mechanical properties of trabecular bone (TB) in vivo by micro finite-element analysis. The first aim of this work was to address the implications of limited resolution and signal-to-noise ratio on elastic properties of TB derived under conditions of in vivo imaging via simulation at various resolutions and noise levels on the basis of models derived from microCT images at 21 microm isotropic voxel size from cores of cadaveric human TB (n = 13) from three anatomic sites. The second aim was to compare how elastic constants derived from actual MR images at 9.4 Tesla at 50 microm isotropic voxel size compare with those from high-resolution microCT. Elastic moduli computed from simulated in vivo microMR images were highly correlated with those obtained from microCT (R(2) = 0.99) and the data were relatively immune to noise. Correlations of similar strength were obtained between estimated moduli from microCT and acquired high-field MR images. Systematic errors manifesting in significant deviations of the slopes from unity are caused by higher apparent bone-volume fraction of the MR images but can potentially be corrected with appropriate histogram-standardization techniques.

摘要

微磁共振成像(microMRI)的最新进展使得通过微有限元分析在体内对松质骨(TB)的力学性能进行无创评估成为可能。本研究的首要目的是,基于从三个解剖部位的13具尸体人松质骨核心处以21微米各向同性体素大小的微计算机断层扫描(microCT)图像得出的模型,通过在各种分辨率和噪声水平下进行模拟,探讨体内成像条件下分辨率和信噪比受限对松质骨弹性特性的影响。第二个目的是比较在9.4特斯拉磁场下以50微米各向同性体素大小获取的实际磁共振图像得出的弹性常数与高分辨率微计算机断层扫描得出的弹性常数。从模拟的体内微磁共振图像计算出的弹性模量与从微计算机断层扫描获得的弹性模量高度相关(R² = 0.99),并且数据对噪声相对不敏感。在微计算机断层扫描估计的模量与采集的高场磁共振图像之间也获得了相似强度的相关性。斜率明显偏离1所表现出的系统误差是由磁共振图像中较高的表观骨体积分数引起的,但可以通过适当的直方图标准化技术进行潜在校正。

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