Minimizing Interpolation Bias and Precision Error in In Vivo mu CT-Based Measurements of Bone Structure and Dynamics
In vivo mu CT imaging allows for high-resolution, longitudinal evaluation of bone properties. Based on this technology, several recent studies have developed in vivo dynamic bone histomorphometry techniques that utilize registered mu CT images to identify regions of bone formation and resorption, al...
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Veröffentlicht in: | Annals of biomedical engineering 2016-08, Vol.44 (8), p.2518-2528 |
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creator | de Bakker, Chantal MJ Altman, Allison R Li, Connie Tribble, Mary Beth Lott, Carina Tseng, Wei-Ju Liu, XSherry |
description | In vivo mu CT imaging allows for high-resolution, longitudinal evaluation of bone properties. Based on this technology, several recent studies have developed in vivo dynamic bone histomorphometry techniques that utilize registered mu CT images to identify regions of bone formation and resorption, allowing for longitudinal assessment of bone remodeling. However, this analysis requires a direct voxel-by-voxel subtraction between image pairs, necessitating rotation of the images into the same coordinate system, which introduces interpolation errors. We developed a novel image transformation scheme, matched-angle transformation (MAT), whereby the interpolation errors are minimized by equally rotating both the follow-up and baseline images instead of the standard of rotating one image while the other remains fixed. This new method greatly reduced interpolation biases caused by the standard transformation. Additionally, our study evaluated the reproducibility and precision of bone remodeling measurements made via in vivo dynamic bone histomorphometry. Although bone remodeling measurements showed moderate baseline noise, precision was adequate to measure physiologically relevant changes in bone remodeling, and measurements had relatively good reproducibility, with intra-class correlation coefficients of 0.75-0.95. This indicates that, when used in conjunction with MAT, in vivo dynamic histomorphometry provides a reliable assessment of bone remodeling. |
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Based on this technology, several recent studies have developed in vivo dynamic bone histomorphometry techniques that utilize registered mu CT images to identify regions of bone formation and resorption, allowing for longitudinal assessment of bone remodeling. However, this analysis requires a direct voxel-by-voxel subtraction between image pairs, necessitating rotation of the images into the same coordinate system, which introduces interpolation errors. We developed a novel image transformation scheme, matched-angle transformation (MAT), whereby the interpolation errors are minimized by equally rotating both the follow-up and baseline images instead of the standard of rotating one image while the other remains fixed. This new method greatly reduced interpolation biases caused by the standard transformation. Additionally, our study evaluated the reproducibility and precision of bone remodeling measurements made via in vivo dynamic bone histomorphometry. Although bone remodeling measurements showed moderate baseline noise, precision was adequate to measure physiologically relevant changes in bone remodeling, and measurements had relatively good reproducibility, with intra-class correlation coefficients of 0.75-0.95. This indicates that, when used in conjunction with MAT, in vivo dynamic histomorphometry provides a reliable assessment of bone remodeling.</description><identifier>ISSN: 0090-6964</identifier><identifier>EISSN: 1573-9686</identifier><identifier>DOI: 10.1007/s10439-015-1527-9</identifier><identifier>PMID: 26786342</identifier><language>eng</language><subject>Biomedical materials ; Bones ; Dynamic tests ; Dynamics ; Interpolation ; Remodeling ; Transformations</subject><ispartof>Annals of biomedical engineering, 2016-08, Vol.44 (8), p.2518-2528</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27901,27902</link.rule.ids></links><search><creatorcontrib>de Bakker, Chantal MJ</creatorcontrib><creatorcontrib>Altman, Allison R</creatorcontrib><creatorcontrib>Li, Connie</creatorcontrib><creatorcontrib>Tribble, Mary Beth</creatorcontrib><creatorcontrib>Lott, Carina</creatorcontrib><creatorcontrib>Tseng, Wei-Ju</creatorcontrib><creatorcontrib>Liu, XSherry</creatorcontrib><title>Minimizing Interpolation Bias and Precision Error in In Vivo mu CT-Based Measurements of Bone Structure and Dynamics</title><title>Annals of biomedical engineering</title><description>In vivo mu CT imaging allows for high-resolution, longitudinal evaluation of bone properties. Based on this technology, several recent studies have developed in vivo dynamic bone histomorphometry techniques that utilize registered mu CT images to identify regions of bone formation and resorption, allowing for longitudinal assessment of bone remodeling. However, this analysis requires a direct voxel-by-voxel subtraction between image pairs, necessitating rotation of the images into the same coordinate system, which introduces interpolation errors. We developed a novel image transformation scheme, matched-angle transformation (MAT), whereby the interpolation errors are minimized by equally rotating both the follow-up and baseline images instead of the standard of rotating one image while the other remains fixed. This new method greatly reduced interpolation biases caused by the standard transformation. Additionally, our study evaluated the reproducibility and precision of bone remodeling measurements made via in vivo dynamic bone histomorphometry. Although bone remodeling measurements showed moderate baseline noise, precision was adequate to measure physiologically relevant changes in bone remodeling, and measurements had relatively good reproducibility, with intra-class correlation coefficients of 0.75-0.95. 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Although bone remodeling measurements showed moderate baseline noise, precision was adequate to measure physiologically relevant changes in bone remodeling, and measurements had relatively good reproducibility, with intra-class correlation coefficients of 0.75-0.95. This indicates that, when used in conjunction with MAT, in vivo dynamic histomorphometry provides a reliable assessment of bone remodeling.</abstract><pmid>26786342</pmid><doi>10.1007/s10439-015-1527-9</doi><tpages>11</tpages></addata></record> |
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subjects | Biomedical materials Bones Dynamic tests Dynamics Interpolation Remodeling Transformations |
title | Minimizing Interpolation Bias and Precision Error in In Vivo mu CT-Based Measurements of Bone Structure and Dynamics |
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