标题:A new framework for the accurate FE model of bone tissue based on CT images
作者:Huang, Xiaohui; Zhao, Guoqun; Liu, Wenguang; Liu, Peilai
通讯作者:Huang, X
作者机构:[Huang, Xiaohui; Zhao, Guoqun] Shandong Univ, Dept Mat Sci & Engn, 73 Jingshi Rd, Jinan 250061, Shandong, Peoples R China.; [Liu, Wenguang; Liu, Pei 更多
会议名称:International Conference on Frontiers of Manufacturing and Design Science (ICFMD2010)
会议日期:DEC 11-12, 2010
来源:FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4
出版年:2011
卷:44-47
页码:1612-1616
DOI:10.4028/www.scientific.net/AMM.44-47.1612
关键词:finite element model; geometric model reconstruction; material property; assignment; K-mean clustering; smooth template; CT image
摘要:The frameworks for finite element (FE) model of bone tissue available in pervious literatures, to some extent, are expert-oriented and give rise to a considerable deviation in geometric model and assignment of material property. The objective of this study is to develop a new framework to reconstruct accurate individual bone FE model based on CT images rapidly and conveniently. In image-processing, automatic segmentation of the region of interest (ROIs) improves the efficiency. The idea of enclosed volume of interest (VOI) overcomes the drawback of geometric ambiguity in Marching Cube (MC) method. Geometric model is easily obtained by a STL translator and smooth operator in home-made program. In the material property assignment, two templates for hexahedron and tetrahedron FE models, respectively, are put forth to smoothing an abrupt change of material property in the region from cortical to cancellous. K-mean algorithm is introduced to cluster material properties to improve partition performance. Finally, the new framework is demonstrated by the implementation of a femoral FE model.
收录类别:CPCI-S;EI;SCOPUS
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-78651277569&doi=10.4028%2fwww.scientific.net%2fAMM.44-47.1612&partnerID=40&md5=d0b4624978a0deabebf0683a3321c726
TOP