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信号处理技术在轴向传输超声中的应用。

Signal Processing Techniques Applied to Axial Transmission Ultrasound.

机构信息

Institute of Biomedical Engineering and Technology, Academy for Engineering and Technology, Fudan University, Shanghai, China.

Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, China.

出版信息

Adv Exp Med Biol. 2022;1364:95-117. doi: 10.1007/978-3-030-91979-5_5.

DOI:10.1007/978-3-030-91979-5_5
PMID:35508872
Abstract

A new application of ultrasonography has been emerging in the bone quantitative ultrasound arena in the last twenty years: cortical bone characterization using axial transmission ultrasound (ATU). Although challenged by the complicated cortical tissue-ultrasonic wave interaction, ATU has proved to have promising potential to be a valuable diagnostic tool in the assessment of cortical bones. This chapter reviews the main landmarks of axial transmission signal processing in the past decade to provide a guide to the diversity of available techniques. In order to increase the readability of the chapter, the signal processing methods are categorized based on the experimental settings: single and multiple transmitter-receiver configuration. The review considers the key stages required for the analysis of bone guided-wave ultrasound data namely dispersion energy imaging, modal filtering, dispersion curve inversion, and measurement automation with integrated artificial intelligence concepts. Besides discussing the recent signal processing advances in the field of bone assessment by axial transmission, this communication offers developments that might be anticipated in the near future.

摘要

在过去的二十年中,超声在骨定量超声领域的一个新应用已经出现:使用轴向透射超声(ATU)进行皮质骨特征描述。尽管受到复杂的皮质组织-超声波相互作用的挑战,但 ATU 已被证明具有很大的潜力成为评估皮质骨的有价值的诊断工具。本章回顾了过去十年中轴向传输信号处理的主要里程碑,为各种可用技术提供了指导。为了提高本章的可读性,根据实验设置对信号处理方法进行了分类:单发射-接收配置和多发射-接收配置。本综述考虑了分析骨导波超声数据所需的关键阶段,即频散能量成像、模态滤波、频散曲线反演以及与人工智能概念集成的测量自动化。除了讨论轴向传输在骨评估领域的最新信号处理进展外,本通讯还提供了在不久的将来可能出现的发展。

相似文献

1
Signal Processing Techniques Applied to Axial Transmission Ultrasound.信号处理技术在轴向传输超声中的应用。
Adv Exp Med Biol. 2022;1364:95-117. doi: 10.1007/978-3-030-91979-5_5.
2
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本文引用的文献

1
Single Versus Multi-channel Dispersion Analysis of Ultrasonic Guided Waves Propagating in Long Bones.单通道与多通道超声导波在长骨中传播的频散分析。
Ultrason Imaging. 2021 May;43(3):157-163. doi: 10.1177/01617346211006660. Epub 2021 Apr 12.
2
Ex Vivo Assessment of Cortical Bone Properties Using Low-Frequency Ultrasonic Guided Waves.利用低频超声导波对皮质骨特性的体外评估。
IEEE Trans Ultrason Ferroelectr Freq Control. 2020 May;67(5):910-922. doi: 10.1109/TUFFC.2019.2958035. Epub 2019 Dec 6.
3
Automatic mode extraction of ultrasonic guided waves using synchrosqueezed wavelet transform.
基于同步挤压小波变换的超声导波自动模式提取。
Ultrasonics. 2019 Nov;99:105948. doi: 10.1016/j.ultras.2019.105948. Epub 2019 Jun 20.
4
Sensitivity of low-frequency axial transmission acoustics to axially and azimuthally varying cortical thickness: A phantom-based study.低频轴向传输声学对轴向和方位变化的皮质厚度的敏感性:基于体模的研究。
PLoS One. 2019 Jul 17;14(7):e0219360. doi: 10.1371/journal.pone.0219360. eCollection 2019.
5
Nonlinear Inversion of Ultrasonic Dispersion Curves for Cortical Bone Thickness and Elastic Velocities.超声频散曲线的非线性反演用于皮质骨厚度和弹性速度。
Ann Biomed Eng. 2019 Nov;47(11):2178-2187. doi: 10.1007/s10439-019-02310-4. Epub 2019 Jun 19.
6
Quantitative ultrasound (QUS) axial transmission method reflects anisotropy in micro-arrangement of apatite crystallites in human long bones: A study with 3-MHz-frequency ultrasound.定量超声(QUS)轴向传输法反映了人类长骨中磷灰石微晶微观排列的各向异性:一项使用3兆赫兹频率超声的研究。
Bone. 2019 Oct;127:82-90. doi: 10.1016/j.bone.2019.05.034. Epub 2019 Jun 3.
7
Ultrasound-Based Estimates of Cortical Bone Thickness and Porosity Are Associated With Nontraumatic Fractures in Postmenopausal Women: A Pilot Study.基于超声的皮质骨厚度和孔隙率估计与绝经后妇女的非外伤性骨折相关:一项初步研究。
J Bone Miner Res. 2019 Sep;34(9):1585-1596. doi: 10.1002/jbmr.3733. Epub 2019 Jun 19.
8
Ex vivo cortical porosity and thickness predictions at the tibia using full-spectrum ultrasonic guided-wave analysis.利用全谱超声导波分析预测胫骨的皮质孔隙率和厚度。
Arch Osteoporos. 2019 Feb 20;14(1):21. doi: 10.1007/s11657-019-0578-1.
9
In Vivo Measurements of Cortical Thickness and Porosity at the Proximal Third of the Tibia Using Guided Waves: Comparison with Site-Matched Peripheral Quantitative Computed Tomography and Distal High-Resolution Peripheral Quantitative Computed Tomography.基于导波的胫骨近端三分之一皮质厚度和孔隙率的活体测量:与部位匹配的外周定量计算机断层扫描和远端高分辨率外周定量计算机断层扫描比较。
Ultrasound Med Biol. 2019 May;45(5):1234-1242. doi: 10.1016/j.ultrasmedbio.2019.01.008. Epub 2019 Feb 15.
10
Can low-frequency guided waves at the tibia paired with machine learning differentiate between healthy and osteopenic/osteoporotic subjects? A pilot study.低频胫骨导波与机器学习相结合能否区分健康人群和骨质疏松/骨质疏松症人群?一项初步研究。
Ultrasonics. 2019 Apr;94:109-116. doi: 10.1016/j.ultras.2018.11.012. Epub 2018 Nov 30.