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Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration
BACKGROUND: The purpose of this study is to present an automated system that analyzes digitized x-ray images of small animal spines identifying the effects of disc degeneration. The age-related disc and spine degeneration that occurs in the sand rat (Psammomys obesus) has previously been documented...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2003
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC154090/ https://www.ncbi.nlm.nih.gov/pubmed/12659650 http://dx.doi.org/10.1186/1471-2474-4-4 |
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author | Wilson, Christy Brown, Darien Najarian, Kayvan Hanley, Edward N Gruber, Helen E |
author_facet | Wilson, Christy Brown, Darien Najarian, Kayvan Hanley, Edward N Gruber, Helen E |
author_sort | Wilson, Christy |
collection | PubMed |
description | BACKGROUND: The purpose of this study is to present an automated system that analyzes digitized x-ray images of small animal spines identifying the effects of disc degeneration. The age-related disc and spine degeneration that occurs in the sand rat (Psammomys obesus) has previously been documented radiologically; selected representative radiographs with age-related changes were used here to develop computer-assisted vertebral visualization/analysis techniques. Techniques presented here have the potential to produce quantitative algorithms that create more accurate and informative measurements in a time efficient manner. METHODS: Signal and image processing techniques were applied to digitized spine x-ray images the spine was segmented, and orientation and curvature determined. The image was segmented based on orientation changes of the spine; edge detection was performed to define vertebral boundaries. Once vertebrae were identified, a number of measures were introduced and calculated to retrieve information on the vertebral separation/orientation and sclerosis. RESULTS: A method is described which produces computer-generated quantitative measurements of vertebrae and disc spaces. Six sand rat spine radiographs illustrate applications of this technique. Results showed that this method can successfully automate calculation and analysis of vertebral length, vertebral spacing, vertebral angle, and can score sclerosis. Techniques also provide quantitative means to explore the relation between age and vertebral shape. CONCLUSIONS: This method provides a computationally efficient system to analyze spinal changes during aging. Techniques can be used to automate the quantitative processing of vertebral radiographic images and may be applicable to human and other animal radiologic models of the aging/degenerating spine. |
format | Text |
id | pubmed-154090 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2003 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-1540902003-05-03 Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration Wilson, Christy Brown, Darien Najarian, Kayvan Hanley, Edward N Gruber, Helen E BMC Musculoskelet Disord Research Article BACKGROUND: The purpose of this study is to present an automated system that analyzes digitized x-ray images of small animal spines identifying the effects of disc degeneration. The age-related disc and spine degeneration that occurs in the sand rat (Psammomys obesus) has previously been documented radiologically; selected representative radiographs with age-related changes were used here to develop computer-assisted vertebral visualization/analysis techniques. Techniques presented here have the potential to produce quantitative algorithms that create more accurate and informative measurements in a time efficient manner. METHODS: Signal and image processing techniques were applied to digitized spine x-ray images the spine was segmented, and orientation and curvature determined. The image was segmented based on orientation changes of the spine; edge detection was performed to define vertebral boundaries. Once vertebrae were identified, a number of measures were introduced and calculated to retrieve information on the vertebral separation/orientation and sclerosis. RESULTS: A method is described which produces computer-generated quantitative measurements of vertebrae and disc spaces. Six sand rat spine radiographs illustrate applications of this technique. Results showed that this method can successfully automate calculation and analysis of vertebral length, vertebral spacing, vertebral angle, and can score sclerosis. Techniques also provide quantitative means to explore the relation between age and vertebral shape. CONCLUSIONS: This method provides a computationally efficient system to analyze spinal changes during aging. Techniques can be used to automate the quantitative processing of vertebral radiographic images and may be applicable to human and other animal radiologic models of the aging/degenerating spine. BioMed Central 2003-03-20 /pmc/articles/PMC154090/ /pubmed/12659650 http://dx.doi.org/10.1186/1471-2474-4-4 Text en Copyright © 2003 Wilson et al; licensee BioMed Central Ltd. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose, provided this notice is preserved along with the article's original URL. |
spellingShingle | Research Article Wilson, Christy Brown, Darien Najarian, Kayvan Hanley, Edward N Gruber, Helen E Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
title | Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
title_full | Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
title_fullStr | Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
title_full_unstemmed | Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
title_short | Computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
title_sort | computer aided vertebral visualization and analysis: a methodology using the sand rat, a small animal model of disc degeneration |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC154090/ https://www.ncbi.nlm.nih.gov/pubmed/12659650 http://dx.doi.org/10.1186/1471-2474-4-4 |
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