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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...

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Detalles Bibliográficos
Autores principales: Wu, Jibing, Jiao, Yang, Han, Zhile, Xu, Jie, Cui, Yaoyao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
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.
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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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