Voxel-based approach to generate entire human metacarpal bone with microscopic architecture for finite element analysis

被引:2
作者
Tang, C. Y. [1 ]
Tsui, C. P. [1 ]
Tang, Y. M. [1 ]
Wei, L. [1 ]
Wong, C. T. [1 ]
Lam, K. W. [2 ]
Ip, W. Y. [2 ]
Lu, W. W. J. [2 ]
Pang, M. Y. C. [3 ]
机构
[1] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Kowloon, Hong Kong, Peoples R China
[2] Univ Hong Kong, Li Ka Shing Fac Med, Dept Orthopaed & Traumatol, Hong Kong, Hong Kong, Peoples R China
[3] Hong Kong Polytech Univ, Dept Rehabil Sci, Hong Kong, Hong Kong, Peoples R China
关键词
Voxel-based; finite element model; micro-computed tomography (micro-CT); microscopic architecture; human metacarpal bone; grayscale intensity threshold; COMPUTED-TOMOGRAPHY; STRENGTH; MODELS; VALIDATION; FAILURE;
D O I
10.3233/BME-130951
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
With the development of micro-computed tomography (micro-CT) technology, it is possible to construct three-dimensional (3D) models of human bone without destruction of samples and predict mechanical behavior of bone using finite element analysis (FEA). However, due to large number of elements required for constructing the FE models of entire bone, this demands a substantial computational effort and the analysis usually needs a high level of computer. In this article, a voxel-based approach for generation of FE models of entire bone with microscopic architecture from micro-CT image data is proposed. To enable the FE analyses of entire bone to be run even on a general personal computer, grayscale intensity thresholds were adopted to reduce the amount of elements. Human metacarpal bone (MCP) bone was used as an example for demonstrating the applicability of the proposed method. The micro-CT images of the MCP bone were combined and converted into 3D array of pixels. Dual grayscale intensity threshold parameters were used to distinguish the pixels of bone tissues from those of surrounding soft tissues and improve predictive accuracy for the FE analyses with different sizes of elements. The method of selecting an appropriate value of the second grayscale intensity threshold was also suggested to minimize the area error for the reconstructed cross-sections of a FE structure. Experimental results showed that the entire FE MCP bone with microscopic architecture could be modeled and analyzed on a personal computer with reasonable accuracy.
引用
收藏
页码:1469 / 1484
页数:16
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