Morphing the feature-based multi-blocks of normative/healthy vertebral geometries to scoliosis vertebral geometries: development of personalized finite element models

被引:15
作者
Hadagali, Prasannaah [1 ,2 ]
Peters, James R. [1 ]
Balasubramanian, Sriram [1 ]
机构
[1] Drexel Univ, Orthoped Biomech Lab, Sch Biomed Engn Sci & Hlth Syst, Philadelphia, PA 19104 USA
[2] Med Coll Wisconsin, Dept Neurosurg, Milwaukee, WI 53226 USA
基金
美国国家科学基金会;
关键词
ANSYS ICEM CFD; multi-block hex-meshing; dual-kriging; scoliosis spine; personalized Fe models; MESH GENERATION; PELVIS;
D O I
10.1080/10255842.2018.1448391
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Personalized Finite Element (FE) models and hexahedral elements are preferred for biomechanical investigations. Feature-based multi-block methods are used to develop anatomically accurate personalized FE models with hexahedral mesh. It is tedious to manually construct multi-blocks for large number of geometries on an individual basis to develop personalized FE models. Mesh-morphing method mitigates the aforementioned tediousness in meshing personalized geometries every time, but leads to element warping and loss of geometrical data. Such issues increase in magnitude when normative spine FE model is morphed to scoliosis-affected spinal geometry. The only way to bypass the issue of hex-mesh distortion or loss of geometry as a result of morphing is to rely on manually constructing the multi-blocks for scoliosis-affected spine geometry of each individual, which is time intensive. A method to semi-automate the construction of multi-blocks on the geometry of scoliosis vertebrae from the existing multi-blocks of normative vertebrae is demonstrated in this paper. High-quality hexahedral elements were generated on the scoliosis vertebrae from the morphed multi-blocks of normative vertebrae. Time taken was 3months to construct the multi-blocks for normative spine and less than a day for scoliosis. Efforts taken to construct multi-blocks on personalized scoliosis spinal geometries are significantly reduced by morphing existing multi-blocks.
引用
收藏
页码:297 / 324
页数:28
相关论文
共 32 条
[1]   Mesh morphing for finite element analysis of implant positioning in cementless total hip replacements [J].
Bah, Mamadou T. ;
Nair, Prasanth B. ;
Browne, Martin .
MEDICAL ENGINEERING & PHYSICS, 2009, 31 (10) :1235-1243
[2]   Development of subject-specific and statistical shape models of the knee using an efficient segmentation and mesh-morphing approach [J].
Baldwin, Mark A. ;
Langenderfer, Joseph E. ;
Rullkoetter, Paul J. ;
Laz, Peter J. .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2010, 97 (03) :232-240
[3]   Instantiation and registration of statistical shape models of the femur and pelvis using 3D ultrasound imaging [J].
Barratt, Dean C. ;
Chan, Carolyn S. K. ;
Edwards, Philip J. ;
Penney, Graeme P. ;
Slomczykowski, Mike ;
Carter, Timothy J. ;
Hawkes, David J. .
MEDICAL IMAGE ANALYSIS, 2008, 12 (03) :358-374
[4]  
Bennink HE, 2007, WARP NEUR ATL 3D MRI, P28
[5]   A fast and robust patient specific Finite Element mesh registration technique: Application to 60 clinical cases [J].
Bucki, Marek ;
Lobos, Claudio ;
Payan, Yohan .
MEDICAL IMAGE ANALYSIS, 2010, 14 (03) :303-317
[6]   Surface interpolation with radial basis functions for medical imaging [J].
Carr, JC ;
Fright, WR ;
Beatson, RK .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1997, 16 (01) :96-107
[7]   The mesh-matching algorithm:: an automatic 3D mesh generator for finite element structures [J].
Couteau, B ;
Payan, Y ;
Lavallée, S .
JOURNAL OF BIOMECHANICS, 2000, 33 (08) :1005-1009
[8]   Development and Validation of a 10-Year-Old Child Ligamentous Cervical Spine Finite Element Model [J].
Dong, Liqiang ;
Li, Guangyao ;
Mao, Haojie ;
Marek, Stanley ;
Yang, King H. .
ANNALS OF BIOMEDICAL ENGINEERING, 2013, 41 (12) :2538-2552
[9]   Subject specific hexahedral Finite Element mesh generation of the pelvis from bi-Planar X-ray images [J].
Fougeron, N. ;
Macron, A. ;
Pillet, H. ;
Skalli, W. ;
Rohan, P. Y. .
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2017, 20 :75-76
[10]   Evaluation of the generality and accuracy of a new mesh morphing procedure for the human femur [J].
Grassi, Lorenzo ;
Hraiech, Najah ;
Schileo, Enrico ;
Ansaloni, Mauro ;
Rochette, Michel ;
Viceconti, Marco .
MEDICAL ENGINEERING & PHYSICS, 2011, 33 (01) :112-120