Computing Bone Morphometric Feature Maps from 3-Dimensional Images

Vimort, Jean-Baptiste1*,McCormick, Matthew,Paniagua, Beatriz
1.Kitware Inc.
Abstract
Computing Bone Morphometric Feature Maps from 3-Dimensional Images

Abstract

This document describes a new remote module implemented for the Insight Toolkit (ITK), itkBoneMorphometry. This module contains bone analysis filters that compute features from N-dimensional images that represent the internal architecture of bone. The computation of the bone morphometry features in this module is based on well known methods. The two filters contained in this module are itkBoneMorphometryFeaturesFilter. which computes a set of features that describe the whole input image in the form of a feature vector, and itkBoneMorphometryFeaturesImageFilter, which computes an N-D feature map that locally describes the input image (i.e. for every voxel). itkBoneMorphometryFeaturesImageFilter can be configured based in the locality of the desired morphometry features by specifying the neighborhood size. This paper is accompanied by the source code, the input data, the choice of parameters and the output data that we have used for validating the algorithms described. This adheres to the fundamental principle that scientific publications must facilitate reproducibility of the reported results.

Keywords

remote moduleImage featureBone Morphometry
Manuscript
Source Code and Data

Source Code and Data

.circleciconfig.yml2.2 KB.gitignore288 B.travis.yml469 BCTestConfig.cmake230 BCMakeLists.txt230 BLICENSE11.1 KBREADME.rst1.6 KBincludeitkBoneMorphometryFeaturesFilter.h7.2 KBitkBoneMorphometryFeaturesFilter.hxx8.6 KBitkBoneMorphometryFeaturesImageFilter.h6.4 KBitkBoneMorphometryFeaturesImageFilter.hxx7.8 KBappveyor.yml379 Bsetup.py2 KBitk-module.cmake891 BtestBaselineresultTestFilterInstensiation.nrrd.sha512128 BBoneMorphometryFeaturesFilterInstantiationTest.cxx2.8 KBBoneMorphometryFeaturesImageFilterInstantiationTest.cxx3.2 KBInputScan_CBCT_13R.nrrd.sha512128 BScan_CBCT_13R_D1_crop.nrrd.sha512128 BSegmC_CBCT_13R.nrrd.sha512128 BSegmC_CBCT_13R_D1_crop.nrrd.sha512128 Bcthead1.png.md533 Bcthead1.png.sha512129 BCMakeLists.txt899 BwrappingCMakeLists.txt190 BitkBoneMorphometryFeaturesFilter.wrap132 BitkBoneMorphometryFeaturesImageFilter.wrap1.9 KB

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