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一种部分容积边缘效应减少算法能否提高从CT数据获得的特定个体股骨有限元模型的可重复性?

Can a partial volume edge effect reduction algorithm improve the repeatability of subject-specific finite element models of femurs obtained from CT data?

作者信息

Peleg Eran, Herblum Ryan, Beek Maarten, Joskowicz Leo, Liebergall Meir, Mosheiff Rami, Whyne Cari

机构信息

a Computer Assisted Surgical Laboratory (CASL), Department of Biomedical Engineering , Hadassah University Medical Center , P.O.B.12000, Jerusalem , Israel.

出版信息

Comput Methods Biomech Biomed Engin. 2014;17(3):204-9. doi: 10.1080/10255842.2012.673595. Epub 2012 Mar 28.

DOI:10.1080/10255842.2012.673595
PMID:22452517
Abstract

The reliability of patient-specific finite element (FE) modelling is dependent on the ability to provide repeatable analyses. Differences of inter-operator generated grids can produce variability in strain and stress readings at a desired location, which are magnified at the surface of the model as a result of the partial volume edge effects (PVEEs). In this study, a new approach is introduced based on an in-house developed algorithm which adjusts the location of the model's surface nodes to a consistent predefined threshold Hounsfield unit value. Three cadaveric human femora specimens were CT scanned, and surface models were created after a semi-automatic segmentation by three different experienced operators. A FE analysis was conducted for each model, with and without applying the surface-adjustment algorithm (a total of 18 models), implementing identical boundary conditions. Maximum principal strain and stress and spatial coordinates were probed at six equivalent surface nodes from the six generated models for each of the three specimens at locations commonly utilised for experimental strain guage measurement validation. A Wilcoxon signed-ranks test was conducted to determine inter-operator variability and the impact of the PVEE-adjustment algorithm. The average inter-operator difference in stress values was significantly reduced after applying the adjustment algorithm (before: 3.32 ± 4.35 MPa, after: 1.47 ± 1.77 MPa, p = 0.025). Strain values were found to be less sensitive to inter-operative variability (p = 0.286). In summary, the new approach as presented in this study may provide a means to improve the repeatability of subject-specific FE models of bone obtained from CT data.

摘要

患者特异性有限元(FE)建模的可靠性取决于能否提供可重复的分析。操作人员生成的网格差异会导致在所需位置的应变和应力读数出现变化,由于部分体积边缘效应(PVEEs),这种变化在模型表面会被放大。在本研究中,引入了一种基于内部开发算法的新方法,该算法将模型表面节点的位置调整到一致的预定义阈值亨氏单位值。对三个尸体人股骨标本进行了CT扫描,并由三名不同经验的操作人员进行半自动分割后创建了表面模型。对每个模型进行了有限元分析,分别应用和不应用表面调整算法(共18个模型),并实施相同的边界条件。在三个标本各自生成的六个模型中的六个等效表面节点处,在通常用于实验应变片测量验证的位置探测最大主应变、应力和空间坐标。进行了Wilcoxon符号秩检验,以确定操作人员之间的变异性以及PVEE调整算法的影响。应用调整算法后,应力值的操作人员间平均差异显著降低(之前:3.32±4.35MPa,之后:1.47±1.77MPa,p = 0.025)。发现应变值对手术间变异性不太敏感(p = 0.286)。总之,本研究中提出的新方法可能提供一种手段,以提高从CT数据获得的骨骼个体特异性有限元模型的可重复性。

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