用于局部剪切波粘弹性估算的延迟矩阵铅笔法

X. Li, S. Turco, R.M. Aarts, H. Wijkstra, M. Mischi
{"title":"用于局部剪切波粘弹性估算的延迟矩阵铅笔法","authors":"X. Li,&nbsp;S. Turco,&nbsp;R.M. Aarts,&nbsp;H. Wijkstra,&nbsp;M. Mischi","doi":"10.1016/j.cmpbup.2024.100156","DOIUrl":null,"url":null,"abstract":"<div><p>Shear wave (SW) elastography is an ultrasound imaging modality that provides quantitative viscoelastic measurements of tissue. The phase difference method allows for local estimation of viscoelasticity by computing the dispersion curve using phases from two laterally-spaced pixels. However, this method is sensitive to measurement noise in the estimated SW particle velocities. Hence, we propose the delayed matrix pencil method to investigate this problem, and validated its feasibility both <em>in-silico</em> and <em>in-vitro</em>. The performance was compared with the original phase difference method and other two alternative techniques based on lowpass filtering and discrete wavelet transform denoising. The estimated viscoelastic values are summarized in box plots and followed by statistical analysis. Results from both studies show the proposed method to be more robust to noise with the smallest interquartile range in both elasticity and viscosity.</p></div>","PeriodicalId":72670,"journal":{"name":"Computer methods and programs in biomedicine update","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2666990024000235/pdfft?md5=407281c736aa0eadcc9ebd09eb287aa3&pid=1-s2.0-S2666990024000235-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Delayed matrix pencil method for local shear wave viscoelastographic estimation\",\"authors\":\"X. Li,&nbsp;S. Turco,&nbsp;R.M. Aarts,&nbsp;H. Wijkstra,&nbsp;M. Mischi\",\"doi\":\"10.1016/j.cmpbup.2024.100156\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Shear wave (SW) elastography is an ultrasound imaging modality that provides quantitative viscoelastic measurements of tissue. The phase difference method allows for local estimation of viscoelasticity by computing the dispersion curve using phases from two laterally-spaced pixels. However, this method is sensitive to measurement noise in the estimated SW particle velocities. Hence, we propose the delayed matrix pencil method to investigate this problem, and validated its feasibility both <em>in-silico</em> and <em>in-vitro</em>. The performance was compared with the original phase difference method and other two alternative techniques based on lowpass filtering and discrete wavelet transform denoising. The estimated viscoelastic values are summarized in box plots and followed by statistical analysis. Results from both studies show the proposed method to be more robust to noise with the smallest interquartile range in both elasticity and viscosity.</p></div>\",\"PeriodicalId\":72670,\"journal\":{\"name\":\"Computer methods and programs in biomedicine update\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S2666990024000235/pdfft?md5=407281c736aa0eadcc9ebd09eb287aa3&pid=1-s2.0-S2666990024000235-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computer methods and programs in biomedicine update\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666990024000235\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer methods and programs in biomedicine update","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666990024000235","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

剪切波(SW)弹性成像是一种超声成像模式,可对组织的粘弹性进行定量测量。相位差法利用两个横向间隔像素的相位来计算频散曲线,从而对粘弹性进行局部估计。然而,这种方法对估计的 SW 粒子速度中的测量噪声很敏感。因此,我们提出了延迟矩阵铅笔法来研究这个问题,并在实验室和体外验证了其可行性。我们将其性能与原始相位差法和其他两种基于低通滤波和离散小波变换去噪的替代技术进行了比较。估计的粘弹性值以盒图的形式汇总,然后进行统计分析。这两项研究的结果表明,建议的方法对噪声的鲁棒性更强,弹性和粘度的四分位数间距最小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Delayed matrix pencil method for local shear wave viscoelastographic estimation

Shear wave (SW) elastography is an ultrasound imaging modality that provides quantitative viscoelastic measurements of tissue. The phase difference method allows for local estimation of viscoelasticity by computing the dispersion curve using phases from two laterally-spaced pixels. However, this method is sensitive to measurement noise in the estimated SW particle velocities. Hence, we propose the delayed matrix pencil method to investigate this problem, and validated its feasibility both in-silico and in-vitro. The performance was compared with the original phase difference method and other two alternative techniques based on lowpass filtering and discrete wavelet transform denoising. The estimated viscoelastic values are summarized in box plots and followed by statistical analysis. Results from both studies show the proposed method to be more robust to noise with the smallest interquartile range in both elasticity and viscosity.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
5.90
自引率
0.00%
发文量
0
审稿时长
10 weeks
期刊最新文献
Fostering digital health literacy to enhance trust and improve health outcomes Machine learning from real data: A mental health registry case study ResfEANet: ResNet-fused External Attention Network for Tuberculosis Diagnosis using Chest X-ray Images Role-playing recovery in social virtual worlds: Adult use of child avatars as PTSD therapy Comparative evaluation of low-cost 3D scanning devices for ear acquisition
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1