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A new method of segmentation of compact-appearing, Transitional and trabecular compartments and quantification of cortical porosity from high resolution peripheral quantitative computed tomographic images

机译:分割紧凑的,过渡的和小梁的隔室的新方法,以及从高分辨率外围定量计算机断层图像中量化皮质孔隙的方法

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A transitional or cortico-trabecular junctional zone exists at any location composed of both cortical and trabecular bones such as the metaphyses of tubular bones and short bones like the femoral neck. The transitional zone comprises the inner cortex adjacent to the medullary canal and trabeculae abutting against the cortex contiguous with the endocortical surface. This is a site of vigorous remodeling. Intracortical remodeling cavitates the inner cortex expanding this transitional zone at the price of compact-appearing cortex so that it contains porosity, cortical fragments that resemble trabeculae, and trabeculae abutting the eroding cortex. The porosity of the transitional zone is an important source of bone loss. It reduces bone strength exponentially and is a quantifiable 'fingerprint' of structural deterioration.A new automated method of segmentation of bone from background and bone into its compact-appearing cortex, transitional zone, and trabecular compartment is described, with a new approach to quantification of cortical porosity. Segmentation is achieved by automatically selecting attenuation profile curves perpendicular to the periosteal surface. Local bone edges are identified as the beginning and the end of the rising and falling S-shaped portions of the curve enabling the delineation of the compartments. Analyzing ~. 3600 consecutive overlapping profiles around the perimeter of each cross-sectional slice segments the compartments.Porosity is quantified as the average void volume fraction of all voxels within each compartment. To assess accuracy at the distal radius and tibia, ??CT images of cadaveric specimens imaged at 19 ??m voxel size served as the gold standard. To assess accuracy at the proximal femur, scanning electron microscopy (SEM) images of specimens collected at 2.5 ??m resolution served as the gold standard.Agreement between HRpQCT and the gold standards for segmentation and quantification of porosity at the distal radius and tibia ranged from R2=0.87 to 0.99, and for the proximal femur ranged from 0.93 to 0.99. The precision error in vivo for segmentation and quantification of porosity in HRpQCT images at the distal radius, given by the root mean square error of the coefficient of variation, ranged from 0.54% for porosity of the transitional zone to 3.98% for area of the compact-appearing cortex.Segmentation of the transitional zone minimizes errors in apportioning cortical fragments and cortical porosity to the medullary compartment and so is likely to allow accurate assessment of fracture risk and the morphological effects of growth, aging, diseases and therapies. ? 2013.
机译:过渡或皮质-小梁连接区存在于由皮质和小梁骨组成的任何位置,例如管状骨的干phy端和股骨颈等短骨。过渡区包括与髓管相邻的内皮质和小梁,其邻接与皮质内表面邻接的皮质。这是一个充满活力的改造场所。皮质内改建使内部皮质空洞化,以出现紧凑的皮质为代价扩大了这个过渡区,使其包含孔隙,类似于小梁的皮质碎片,以及与侵蚀的皮质邻接的小梁。过渡区的孔隙率是骨丢失的重要来源。它以指数方式降低了骨骼强度,是结构恶化的量化“指纹”。描述了一种新的自动方法,将骨骼从背景和骨骼分割成外观紧凑的皮质,过渡区和小梁腔,并采用了一种新的量化方法皮质孔隙率。通过自动选择垂直于骨膜表面的衰减曲线来实现分割。局部骨边缘被标识为曲线的上升和下降S形部分的开始和结束,从而可以划定隔室。分析〜。围绕每个横截面切片的周长的3600个连续的重叠轮廓将这些隔室分割开来。孔隙度被量化为每个隔室内所有体素的平均空隙体积分数。为了评估远端radius骨和胫骨的准确性,尸体标本的CT图像以19微米体素大小成像,这是金标准。为了评估股骨近端的准确性,以2.5微米分辨率采集的标本的扫描电子显微镜(SEM)图像作为金标准。HRpQCT与金标准对分割和量化远端radius骨和胫骨孔隙度的协议不等R2 = 0.87至0.99,股骨近端的范围为0.93至0.99。 HRpQCT图像在远端半径处的孔隙度的分割和定量的体内精确度误差,由变异系数的均方根误差给出,范围为过渡区孔隙度的0.54%至压块面积的3.98%出现的皮层。过渡区的分割可最大程度地减少将皮层碎片和皮层孔隙分配至髓腔的误差,因此可能会准确评估骨折风险以及生长,衰老,疾病和治疗的形态学影响。 ? 2013。

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