Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1782333808418226176 |
---|---|
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. |
format | Online Article Text |
id | pubmed-4157000 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT liqiang animprovedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT zhangwei animprovedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT guanxin animprovedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT baiyu animprovedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT jiajing animprovedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT liqiang improvedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT zhangwei improvedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT guanxin improvedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT baiyu improvedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages AT jiajing improvedapproachforaccurateandefficientmeasurementofcommoncarotidarteryintimamediathicknessinultrasoundimages |