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A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging
Ultrasound elastography is an imaging modality to evaluate elastic properties of soft tissue. Recently, 1D quasi-static elastography method has been commercialized by some companies. However, its performance is still limited on high strain level. In order to improve the precision of estimation durin...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751392/ https://www.ncbi.nlm.nih.gov/pubmed/29423404 http://dx.doi.org/10.1155/2017/2856716 |
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author | Wu, Jibing Jiao, Yang Han, Zhile Xu, Jie Cui, Yaoyao |
author_facet | Wu, Jibing Jiao, Yang Han, Zhile Xu, Jie Cui, Yaoyao |
author_sort | Wu, Jibing |
collection | PubMed |
description | Ultrasound elastography is an imaging modality to evaluate elastic properties of soft tissue. Recently, 1D quasi-static elastography method has been commercialized by some companies. However, its performance is still limited on high strain level. In order to improve the precision of estimation during high compression, some algorithms have been proposed to expand the 1D window to a 2D window for avoiding the side-slipping. But they are usually more computationally expensive. In this paper, we proposed a modified 2D multiresolution hybrid method for displacement estimation, which can offer an efficient strain imaging with stable and accurate results. A FEM phantom with a stiffer circular inclusion is simulated for testing the algorithm. The elastographic contrast-to-noise rate (CNRe) is calculated for quantitatively comparing the performance of the proposed algorithm with conventional 1D elastography using phase zero estimation and the 1D elastography using downsampled (d-s) baseband signals. Results show that the proposed method is robust and performs similarly as other algorithms in low strain but is superior when high level strain is applied. Particularly, the CNRe of our algorithm is 15 times higher than original method under 4% strain level. Furthermore, the execution time of our algorithm is five times faster than other algorithms. |
format | Online Article Text |
id | pubmed-5751392 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-57513922018-02-08 A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging Wu, Jibing Jiao, Yang Han, Zhile Xu, Jie Cui, Yaoyao Biomed Res Int Research Article Ultrasound elastography is an imaging modality to evaluate elastic properties of soft tissue. Recently, 1D quasi-static elastography method has been commercialized by some companies. However, its performance is still limited on high strain level. In order to improve the precision of estimation during high compression, some algorithms have been proposed to expand the 1D window to a 2D window for avoiding the side-slipping. But they are usually more computationally expensive. In this paper, we proposed a modified 2D multiresolution hybrid method for displacement estimation, which can offer an efficient strain imaging with stable and accurate results. A FEM phantom with a stiffer circular inclusion is simulated for testing the algorithm. The elastographic contrast-to-noise rate (CNRe) is calculated for quantitatively comparing the performance of the proposed algorithm with conventional 1D elastography using phase zero estimation and the 1D elastography using downsampled (d-s) baseband signals. Results show that the proposed method is robust and performs similarly as other algorithms in low strain but is superior when high level strain is applied. Particularly, the CNRe of our algorithm is 15 times higher than original method under 4% strain level. Furthermore, the execution time of our algorithm is five times faster than other algorithms. Hindawi 2017 2017-12-20 /pmc/articles/PMC5751392/ /pubmed/29423404 http://dx.doi.org/10.1155/2017/2856716 Text en Copyright © 2017 Jibing Wu et al. https://creativecommons.org/licenses/by/4.0/ 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 Wu, Jibing Jiao, Yang Han, Zhile Xu, Jie Cui, Yaoyao A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging |
title | A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging |
title_full | A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging |
title_fullStr | A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging |
title_full_unstemmed | A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging |
title_short | A Modified 2D Multiresolution Hybrid Algorithm for Ultrasound Strain Imaging |
title_sort | modified 2d multiresolution hybrid algorithm for ultrasound strain imaging |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5751392/ https://www.ncbi.nlm.nih.gov/pubmed/29423404 http://dx.doi.org/10.1155/2017/2856716 |
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