Department of Biomedical Engineering, Duke University, Durham, NC, USA.
Med Phys. 2011 Oct;38(10):5756-70. doi: 10.1118/1.3637500.
The authors previously introduced a methodology to generate a realistic three-dimensional (3D), high-resolution, computer-simulated breast phantom based on empirical data. One of the key components of such a phantom is that it provides a means to produce a realistic simulation of clinical breast compression. In the current study, they have evaluated a finite element (FE) model of compression and have demonstrated the effect of a variety of mechanical properties on the model using a dense mesh generated from empirical breast data. While several groups have demonstrated an effective compression simulation with lower density finite element meshes, the presented study offers a mesh density that is able to model the morphology of the inner breast structures more realistically than lower density meshes. This approach may prove beneficial for multimodality breast imaging research, since it provides a high level of anatomical detail throughout the simulation study.
In this paper, the authors describe methods to improve the high-resolution performance of a FE compression model. In order to create the compressible breast phantom, dedicated breast CT data was segmented and a mesh was generated with 4-noded tetrahedral elements. Using an explicit FE solver to simulate breast compression, several properties were analyzed to evaluate their effect on the compression model including: mesh density, element type, density, and stiffness of various tissue types, friction between the skin and the compression plates, and breast density. Following compression, a simulated projection was generated to demonstrate the ability of the compressible breast phantom to produce realistic simulated mammographic images.
Small alterations in the properties of the breast model can change the final distribution of the tissue under compression by more than 1 cm; which ultimately results in different representations of the breast model in the simulated images. The model properties that impact displacement the most are mesh density, friction between the skin and the plates, and the relative stiffness of the different tissue types.
The authors have developed a 3D, FE breast model that can yield high spatial resolution breast deformations under uniaxial compression for imaging research purposes and demonstrated that small changes in the mechanical properties can affect images generated using the phantom.
作者先前介绍了一种基于经验数据生成逼真的三维(3D)、高分辨率、计算机模拟乳房模型的方法。这种模型的一个关键组成部分是它提供了一种产生临床乳房压缩真实模拟的手段。在当前的研究中,他们评估了一种压缩的有限元(FE)模型,并使用从经验性乳房数据生成的密集网格,展示了各种机械性能对该模型的影响。虽然有几个小组已经使用较低密度的有限元网格演示了有效的压缩模拟,但本研究提供了一种比低密度网格更能真实地模拟内部乳房结构形态的网格密度。这种方法对于多模态乳房成像研究可能是有益的,因为它在整个模拟研究中提供了高水平的解剖细节。
在本文中,作者描述了改进 FE 压缩模型的高分辨率性能的方法。为了创建可压缩的乳房模型,专门对乳房 CT 数据进行了分割,并使用 4 节点四面体元素生成了一个网格。使用显式 FE 求解器来模拟乳房压缩,分析了几种特性以评估它们对压缩模型的影响,包括:网格密度、单元类型、各种组织类型的密度和刚度、皮肤与压缩板之间的摩擦以及乳房密度。压缩后,生成了一个模拟投影,以证明可压缩乳房模型产生逼真的模拟乳房 X 线照片的能力。
乳房模型的特性微小变化会导致压缩下组织的最终分布变化超过 1 厘米,这最终导致模拟图像中乳房模型的不同表现。对位移影响最大的模型特性是网格密度、皮肤与板之间的摩擦以及不同组织类型的相对刚度。
作者开发了一种 3D、FE 乳房模型,可在单轴压缩下产生高空间分辨率的乳房变形,用于成像研究目的,并证明机械性能的微小变化会影响使用该模型生成的图像。