Automated finite element meshing of the lumbar spine: Verification and validation with 18 specimen-specific models

被引:42
|
作者
Campbell, J. Q. [1 ,2 ]
Coombs, D. J. [3 ,4 ]
Rao, M. [5 ]
Rullkoetter, P. J. [3 ]
Petrella, A. J. [1 ]
机构
[1] Colorado Sch Mines, Computat Biomech Grp, 1500 Illinois St, Golden, CO 80401 USA
[2] Vector Sci Inc, Golden, CO USA
[3] Univ Denver, Ctr Orthopaed Biomech, Denver, CO 80208 USA
[4] DePuy Synthes Trauma, W Chester, PA USA
[5] BD Med Medicat & Procedural Solut, Franklin Lakes, NJ USA
基金
美国国家科学基金会;
关键词
Lumbar spine; Finite element analysis; Automation; Subject-specific; Validation; SENSITIVITY; LOADS; ROTATION;
D O I
10.1016/j.jbiomech.2016.05.025
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The purpose of this study was to seek broad verification and validation of human lumbar spine finite element models created using a previously published automated algorithm. The automated algorithm takes segmented CT scans of lumbar vertebrae, automatically identifies important landmarks and contact surfaces, and creates a finite element model. Mesh convergence was evaluated by examining changes in key output variables in response to mesh density. Semi-direct validation was performed by comparing experimental results for a single specimen to the automated finite element model results for that specimen with calibrated material properties from a prior study. Indirect validation was based on a comparison of results from automated finite element models of 18 individual specimens, all using one set of generalized material properties, to a range of data from the literature. A total of 216 simulations were run and compared to 186 experimental data ranges in all six primary bending modes up to 7.8 Nm with follower loads up to 1000 N. Mesh convergence results showed less than a 5% difference in key variables when the original mesh density was doubled. The semi-direct validation results showed that the automated method produced results comparable to manual finite element modeling methods. The indirect validation results showed a wide range of outcomes due to variations in the geometry alone. The studies showed that the automated models can be used to reliably evaluate lumbar spine biomechanics, specifically within our intended context of use: in pure bending modes, under relatively low non-injurious simulated in vivo loads, to predict torque rotation response, disc pressures, and facet forces. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2669 / 2676
页数:8
相关论文
共 50 条
  • [31] Accuracy of specimen-specific nonlinear finite element analysis for evaluation of radial diaphysis strength in cadaver material
    Matsuura, Yusuke
    Kuniyoshi, Kazuki
    Suzuki, Takane
    Ogawa, Yasufumi
    Sukegawa, Koji
    Rokkaku, Tomoyuki
    Thoreson, Andrew Ryan
    An, Kai-Nan
    Takahashi, Kazuhisa
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2015, 18 (16) : 1811 - 1817
  • [32] Fast and accurate specimen-specific simulation of trabecular bone elastic modulus using novel beam-shell finite element models
    Vanderoost, Jef
    Jaecques, Siegfried V. N.
    Van der Perre, Georges
    Boonen, Steven
    D'hooge, Jan
    Lauriks, Walter
    van Lenthe, G. Harry
    JOURNAL OF BIOMECHANICS, 2011, 44 (08) : 1566 - 1572
  • [33] An Automated Method for Landmark Identification and Finite-Element Modeling of the Lumbar Spine
    Campbell, Julius Quinn
    Petrella, Anthony J.
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 62 (11) : 2709 - 2716
  • [34] A Review of the Static Loads Applying on the Finite Element Models of the Lumbar Spine
    Zhu, Rui
    Yu, Yan
    Zeng, Zhi-Li
    Cheng, Li-Ming
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2015, 5 (05) : 893 - 897
  • [35] Automated finite element modeling of the lumbar spine: Using a statistical shape model to generate a virtual population of models
    Campbell, J. Q.
    Petrella, A. J.
    JOURNAL OF BIOMECHANICS, 2016, 49 (13) : 2593 - 2599
  • [36] Yeditepe spine mesh: Finite element modeling and validation of a parametric CAD model of lumbar spine
    Guldeniz, Ogulcan
    Yesil, Onur Berke
    Okyar, Fethi
    MEDICAL ENGINEERING & PHYSICS, 2022, 110
  • [37] Yeditepe spine mesh: Finite element modeling and validation of a parametric CAD model of lumbar spine
    Guldeniz, Ogulcan
    Yesil, Onur Berke
    Okyar, Fethi
    Medical Engineering and Physics, 2022, 110
  • [38] Parametric convergence sensitivity and validation of a finite element model of the human lumbar spine
    Ayturk, Ugur M.
    Puttlitz, Christian M.
    COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2011, 14 (08) : 695 - 705
  • [39] Quantifying the Effects of Formalin Fixation on the Mechanical Properties of Cortical Bone Using Beam Theory and Optimization Methodology With Specimen-Specific Finite Element Models
    Zhang, Guan-Jun
    Yang, Jie
    Guan, Feng-Jiao
    Chen, Dan
    Li, Na
    Cao, Libo
    Mao, Haojie
    JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME, 2016, 138 (09):
  • [40] Open Knee(s): A Free and Open Source Library of Specimen-Specific Models and Related Digital Assets for Finite Element Analysis of the Knee Joint
    Snehal Chokhandre
    Ariel Schwartz
    Ellen Klonowski
    Benjamin Landis
    Ahmet Erdemir
    Annals of Biomedical Engineering, 2023, 51 : 10 - 23