The local interpretation of microfinite element (μFE) simulations plays a pivotal role for studying bone structure–function relationships such as failure processes and bone remodeling. In the past μFE simulations have been successfully validated on the apparent level, however, at the tissue level validations are sparse and less promising. Furthermore, intratrabecular heterogeneity of the material properties has been shown by experimental studies. We proposed an inverse μFE algorithm that iteratively changes the tissue level Young’s moduli such that the μFE simulation matches the experimental strain measurements. The algorithm is setup as a feedback loop where the modulus is iteratively adapted until the simulated strain matches the experimental strain. The experimental strain of human trabecular bone specimens was calculated from time-lapsed images that were gained by combining mechanical testing and synchrotron radiation microcomputed tomography (SRμCT). The inverse μFE algorithm was able to iterate the heterogeneous distribution of moduli such that the resulting μFE simulations matched artificially generated and experimentally measured strains.
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January 2015
Research-Article
Inverse Finite Element Modeling for Characterization of Local Elastic Properties in Image-Guided Failure Assessment of Human Trabecular Bone
Alexander Zwahlen,
Alexander Zwahlen
Institute for Biomechanics,
e-mail: azwahlen@ethz.ch
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: azwahlen@ethz.ch
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David Christen,
David Christen
Institute for Biomechanics,
e-mail: davidchristen@gmail.com
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: davidchristen@gmail.com
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Davide Ruffoni,
Davide Ruffoni
Institute for Biomechanics,
e-mail: druffoni@ulg.ac.be
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: druffoni@ulg.ac.be
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Philipp Schneider,
Philipp Schneider
Institute for Biomechanics,
e-mail: p.schneider@soton.ac.uk
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: p.schneider@soton.ac.uk
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Werner Schmölz,
Werner Schmölz
Department of Trauma Surgery,
e-mail: Werner.schmoelz@uki.at
Medical University Innsbruck
,Anichstrasse 35
,Innsbruck A-6020
, Austria
e-mail: Werner.schmoelz@uki.at
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Ralph Müller
Ralph Müller
1
Institute for Biomechanics,
e-mail: ram@ethz.ch
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: ram@ethz.ch
1Corresponding author.
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Alexander Zwahlen
Institute for Biomechanics,
e-mail: azwahlen@ethz.ch
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: azwahlen@ethz.ch
David Christen
Institute for Biomechanics,
e-mail: davidchristen@gmail.com
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: davidchristen@gmail.com
Davide Ruffoni
Institute for Biomechanics,
e-mail: druffoni@ulg.ac.be
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: druffoni@ulg.ac.be
Philipp Schneider
Institute for Biomechanics,
e-mail: p.schneider@soton.ac.uk
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: p.schneider@soton.ac.uk
Werner Schmölz
Department of Trauma Surgery,
e-mail: Werner.schmoelz@uki.at
Medical University Innsbruck
,Anichstrasse 35
,Innsbruck A-6020
, Austria
e-mail: Werner.schmoelz@uki.at
Ralph Müller
Institute for Biomechanics,
e-mail: ram@ethz.ch
ETH Zurich
,Vladimir-Prelog-Weg 3
,Zurich CH-8093
, Switzerland
e-mail: ram@ethz.ch
1Corresponding author.
Manuscript received September 5, 2014; final manuscript received October 21, 2014; accepted manuscript posted November 5, 2014; published online December 10, 2014. Assoc. Editor: Blaine Christiansen.
J Biomech Eng. Jan 2015, 137(1): 011012 (9 pages)
Published Online: January 1, 2015
Article history
Received:
September 5, 2014
Revision Received:
October 21, 2014
Accepted:
November 5, 2014
Online:
December 10, 2014
Citation
Zwahlen, A., Christen, D., Ruffoni, D., Schneider, P., Schmölz, W., and Müller, R. (January 1, 2015). "Inverse Finite Element Modeling for Characterization of Local Elastic Properties in Image-Guided Failure Assessment of Human Trabecular Bone." ASME. J Biomech Eng. January 2015; 137(1): 011012. https://doi.org/10.1115/1.4028991
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