CT data sets surface extraction for biomechanical modeling of long bones

被引:53
作者
Viceconti, M
Zannoni, C
Testi, D
Cappello, A
机构
[1] Ist Ortoped Rizzoli, Lab Tecnol Mat, I-40136 Bologna, Italy
[2] Univ Bologna, Dipartimento Elettron Informat & Sistemist, I-40136 Bologna, Italy
关键词
modelfem contours; CT-slices; discretized marching cube;
D O I
10.1016/S0169-2607(98)00107-2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 [计算机应用技术]; 0835 [软件工程];
摘要
In modelling applications such as custom-made: implants design is useful to have a surface representation of the anatomy of bones rather than the voxel-based representation generated by tomography systems. A voxel-to-surface conversion process is usually done by a 2D segmentation of the images stack. However, other methods allow a direct 3D segmentation of the CT or MRI data set. In the present work, two of these methods, namely the Standard Marching Cube (SMC) and the Discretized Marching Cube (DMC) algorithms, were compared in terms of local accuracy when used to reconstruct the geometry of a human femur. The SMC method was found to be more accurate than the DMC method. The SMC method was capable of reconstructing the inner and outer geometry of a human femur with a peak error lower than 0.9 mm and an average error comparable to the pixel size (0.3 mm). However, the large number of triangles generated by the algorithm may limit its adaption in many modelling applications. The peak error of the DMC algorithm was 1.6 mm but it produced similar to 70% less triangles than the SMC method. From the results of this study, it may be concluded that three dimensional segmentation algorithms are useful not only in visualisation applications but also in the creation of geometry models. (C) 1999 Elsevier Science Ireland Ltd. All rights reserved.
引用
收藏
页码:159 / 166
页数:8
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