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An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images

The intima-media thickness (IMT) of common carotid artery (CCA) can serve as an important indicator for the assessment of cardiovascular diseases (CVDs). In this paper an improved approach for automatic IMT measurement with low complexity and high accuracy is presented. 100 ultrasound images from 10...

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Detalles Bibliográficos
Autores principales: Li, Qiang, Zhang, Wei, Guan, Xin, Bai, Yu, Jia, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4157000/
https://www.ncbi.nlm.nih.gov/pubmed/25215292
http://dx.doi.org/10.1155/2014/740328
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author Li, Qiang
Zhang, Wei
Guan, Xin
Bai, Yu
Jia, Jing
author_facet Li, Qiang
Zhang, Wei
Guan, Xin
Bai, Yu
Jia, Jing
author_sort Li, Qiang
collection PubMed
description The intima-media thickness (IMT) of common carotid artery (CCA) can serve as an important indicator for the assessment of cardiovascular diseases (CVDs). In this paper an improved approach for automatic IMT measurement with low complexity and high accuracy is presented. 100 ultrasound images from 100 patients were tested with the proposed approach. The ground truth (GT) of the IMT was manually measured for six times and averaged, while the automatic segmented (AS) IMT was computed by the algorithm proposed in this paper. The mean difference ± standard deviation between AS and GT IMT is 0.0231 ± 0.0348 mm, and the correlation coefficient between them is 0.9629. The computational time is 0.3223 s per image with MATLAB under Windows XP on an Intel Core 2 Duo CPU E7500 @2.93 GHz. The proposed algorithm has the potential to achieve real-time measurement under Visual Studio.
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spelling pubmed-41570002014-09-11 An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images Li, Qiang Zhang, Wei Guan, Xin Bai, Yu Jia, Jing Biomed Res Int Research Article The intima-media thickness (IMT) of common carotid artery (CCA) can serve as an important indicator for the assessment of cardiovascular diseases (CVDs). In this paper an improved approach for automatic IMT measurement with low complexity and high accuracy is presented. 100 ultrasound images from 100 patients were tested with the proposed approach. The ground truth (GT) of the IMT was manually measured for six times and averaged, while the automatic segmented (AS) IMT was computed by the algorithm proposed in this paper. The mean difference ± standard deviation between AS and GT IMT is 0.0231 ± 0.0348 mm, and the correlation coefficient between them is 0.9629. The computational time is 0.3223 s per image with MATLAB under Windows XP on an Intel Core 2 Duo CPU E7500 @2.93 GHz. The proposed algorithm has the potential to achieve real-time measurement under Visual Studio. Hindawi Publishing Corporation 2014 2014-08-18 /pmc/articles/PMC4157000/ /pubmed/25215292 http://dx.doi.org/10.1155/2014/740328 Text en Copyright © 2014 Qiang Li et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Qiang
Zhang, Wei
Guan, Xin
Bai, Yu
Jia, Jing
An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images
title An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images
title_full An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images
title_fullStr An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images
title_full_unstemmed An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images
title_short An Improved Approach for Accurate and Efficient Measurement of Common Carotid Artery Intima-Media Thickness in Ultrasound Images
title_sort improved approach for accurate and efficient measurement of common carotid artery intima-media thickness in ultrasound images
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4157000/
https://www.ncbi.nlm.nih.gov/pubmed/25215292
http://dx.doi.org/10.1155/2014/740328
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