N-Dimensional Computation of Strain Tensor Images in the Insight Toolkit

McCormick, Matthew1*
1.University of Wisconsin-Madison
Abstract

Abstract

Strain quantifies local deformation of a solid body. In medical imaging, strain reflects how tissue deforms under load. Or, it can quantify growth or atrophy of tissue, such as the growth of a tumor. Additionally, strain from the transformation that results from image-to-image registration can be applied as an input to a biomechanical constitutive model. This document describes N-dimensional computation of strain tensor images in the Insight Toolkit (ITK), www.itk.org. Two filters are described. The first filter computes a strain tensor image from a displacement field image. The second filter computes a strain tensor image from a general spatial transform. In both cases, infinitesimal, Green-Lagrangian, or Eulerian-Almansi strain can be generated. This paper is accompanied with the source code, input data, parameters and output data that the authors used for validating the algorithm described in this paper. This adheres to the fundamental principle that scientific publications must facilitate reproducibility of the reported results.

Keywords

transformtensorstrainDeformable Registration
Manuscript
Source Code and Data

Source Code and Data

.gitignore122 BCMakeLists.txt221 BLICENSE11.1 KBdocITKStrain.tex10.9 KBInsightArticle.cls4.1 KBInsightJournal.ist220 BInsightJournal.sty35.2 KBInsightJournal.bib157.8 KBRegistrationComponentsDiagram.eps7.4 KBMakefile708 BRegistrationComponentsDiagram.fig2.1 KBalgorithm.sty2.2 KBalgorithmic.sty5.4 KBamssymb.sty14.9 KBdoubleWordCheck.pl410 Bfloatflt.sty10.8 KBfancyhdr.sty14.4 KBfncychap.sty10.1 KBtimes.sty857 BincludeitkSplitComponentsImageFilter.h3.7 KBitkSplitComponentsImageFilter.hxx3.7 KBitkStrainImageFilter.h6.3 KBitkStrainImageFilter.hxx6.9 KBitkTransformToStrainFilter.h4.5 KBitkTransformToStrainFilter.hxx5.2 KBREADME.rst263 BtestBaselineLineLoadStrain.mha.md533 BInputConcentratedNormalLineForce.py5 KBLineLoadDisplacement.mha.md532 BparametersBSpline.txt.md533 BCMakeLists.txt6.3 KBReadInDisplacements.h1.5 KBWriteOutStrains.h3.4 KBitkStrainImageFilterDoGTest.cxx2.6 KBitkStrainImageFilterEulerianTest.cxx2.3 KBitkStrainImageFilterLagrangianTest.cxx2.4 KBitkStrainImageFilterRecursiveGaussianTest.cxx2.8 KBitkStrainImageFilterTest.cxx2.3 KBitkTransformToStrainFilterTest.cxx10.2 KBitk-module.cmake323 B

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