TY - JOUR
T1 - Prediction of the mechanical response of the femur with uncertain elastic properties
AU - Wille, Hagen
AU - Rank, Ernst
AU - Yosibash, Zohar
N1 - Funding Information:
We would like to acknowledge the generous support of the Technische Universität München—Institute for Advanced Study, funded by the German Excellence Initiative . Special thanks are extended to Mr. Nir Trabelsi and Mr. Alon Katz, two graduate students supervised by the third author, for their help with FE simulations. We would also like to thank three colleagues from the Technische Universität München, Mr. Iason Papaioannou and Dr. Stephan Haug, for their support on the statistical part, and Dr. Stefan Kollmannsberger for the helpful discussions.
PY - 2012/4/30
Y1 - 2012/4/30
N2 - A mandatory requirement for any reliable prediction of the mechanical response of bones, based on quantitative computer tomography, is an accurate relationship between material properties (usually Young's modulus . E) and bone density ρ. Many such . E-. ρ relationships are available based on different experiments on femur specimens with a large spread due to uncertainties. The first goal of this study is to pool and analyze the relevant available experimental data and develop a . stochastic E-. ρ relationship. This analysis highlights that there is no experimental data available to cover the entire density range of the human femur and that some "popular" . E-. ρ relationships are based on data that contains extreme scatter, while others are based on a very limited amount of information.The second goal is to use the newly developed stochastic . E-. ρ relationship in high-order finite element analyses (FEAs) for the computation of strains and displacements in two human proximal femurs, mimicking in vitro experiments. When compared with the experimental observations, the FEA predictions using the median of the stochastic . E-. ρ relationship follow the underlying distribution of the stochastic . E-. ρ relationship. Thus, most deviations of the FEA predictions from experimental observations can possibly be explained by uncertain elastic properties of the femur.
AB - A mandatory requirement for any reliable prediction of the mechanical response of bones, based on quantitative computer tomography, is an accurate relationship between material properties (usually Young's modulus . E) and bone density ρ. Many such . E-. ρ relationships are available based on different experiments on femur specimens with a large spread due to uncertainties. The first goal of this study is to pool and analyze the relevant available experimental data and develop a . stochastic E-. ρ relationship. This analysis highlights that there is no experimental data available to cover the entire density range of the human femur and that some "popular" . E-. ρ relationships are based on data that contains extreme scatter, while others are based on a very limited amount of information.The second goal is to use the newly developed stochastic . E-. ρ relationship in high-order finite element analyses (FEAs) for the computation of strains and displacements in two human proximal femurs, mimicking in vitro experiments. When compared with the experimental observations, the FEA predictions using the median of the stochastic . E-. ρ relationship follow the underlying distribution of the stochastic . E-. ρ relationship. Thus, most deviations of the FEA predictions from experimental observations can possibly be explained by uncertain elastic properties of the femur.
KW - Constitutive-relation
KW - Femur
KW - Finite-elements
KW - Uncertainty
KW - Validation
UR - http://www.scopus.com/inward/record.url?scp=84859602298&partnerID=8YFLogxK
U2 - 10.1016/j.jbiomech.2012.02.006
DO - 10.1016/j.jbiomech.2012.02.006
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AN - SCOPUS:84859602298
SN - 0021-9290
VL - 45
SP - 1140
EP - 1148
JO - Journal of Biomechanics
JF - Journal of Biomechanics
IS - 7
ER -