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利用带限反卷积和 Prony 方法在体外牛松质骨中进行快波和慢波检测。

Fast and slow wave detection in bovine cancellous bone in vitro using bandlimited deconvolution and Prony's method.

作者信息

Wear Keith, Nagatani Yoshiki, Mizuno Katsunori, Matsukawa Mami

机构信息

U.S. Food and Drug Administration, Silver Spring, Maryland 20993.

Department of Electronics, Kobe City College of Technology 8-3, Gakuen Higashi-cho, Nishiku, Kobe, 651-2194 Japan.

出版信息

J Acoust Soc Am. 2014 Oct;136(4):2015-24. doi: 10.1121/1.4895668.

DOI:10.1121/1.4895668
PMID:25324100
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8240127/
Abstract

Fast and slow waves were detected in a bovine cancellous bone sample for thicknesses ranging from 7 to 12 mm using bandlimited deconvolution and the modified least-squares Prony's method with curve fitting (MLSP + CF). Bandlimited deconvolution consistently isolated two waves with linear-with-frequency attenuation coefficients as evidenced by high correlation coefficients between attenuation coefficient and frequency: 0.997 ± 0.002 (fast wave) and 0.986 ± 0.013 (slow wave) (mean ± standard deviation). Average root-mean-squared (RMS) differences between the two algorithms for phase velocities were 5 m/s (fast wave, 350 kHz) and 13 m/s (slow wave, 750 kHz). Average RMS differences for signal loss were 1.6 dB (fast wave, 350 kHz) and 0.4 dB (slow wave, 750 kHz). Phase velocities for thickness = 10 mm were 1726 m/s (fast wave, 350 kHz) and 1455 m/s (slow wave, 750 kHz). Results show support for the model of two waves with linear-with frequency attenuation, successful isolation of fast and slow waves, good agreement between bandlimited deconvolution and MLSP + CF as well as with a Bayesian algorithm, and potential variations of fast and/or slow wave properties with bone sample thickness.

摘要

使用带限反卷积和带曲线拟合的改进最小二乘 Prony 方法(MLSP + CF),在厚度范围为 7 至 12 毫米的牛松质骨样本中检测到了快波和慢波。带限反卷积始终分离出两个具有随频率线性衰减系数的波,衰减系数与频率之间的高相关系数证明了这一点:快波为 0.997 ± 0.002,慢波为 0.986 ± 0.013(平均值 ± 标准差)。两种算法的相速度平均均方根(RMS)差异为:快波(350 kHz)为 5 m/s,慢波(750 kHz)为 13 m/s。信号损失的平均 RMS 差异为:快波(350 kHz)为 1.6 dB,慢波(750 kHz)为 0.4 dB。厚度 = 10 毫米时的相速度为:快波(350 kHz)为 1726 m/s,慢波(750 kHz)为 1455 m/s。结果表明支持具有随频率线性衰减的两个波的模型,成功分离出快波和慢波,带限反卷积与 MLSP + CF 以及贝叶斯算法之间具有良好的一致性,并且快波和/或慢波特性可能随骨样本厚度而变化。

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本文引用的文献

1
An experimental study on the ultrasonic wave propagation in cancellous bone: waveform changes during propagation.松质骨中超声波传播的实验研究:传播过程中的波形变化
J Acoust Soc Am. 2013 Dec;134(6):4775. doi: 10.1121/1.4824970.
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Time-domain separation of interfering waves in cancellous bone using bandlimited deconvolution: simulation and phantom study.使用带限反卷积对松质骨中干扰波进行时域分离:模拟与体模研究
J Acoust Soc Am. 2014 Apr;135(4):2102-12. doi: 10.1121/1.4868473.
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Estimation of multipath transmission parameters for quantitative ultrasound measurements of bone.
用于表征马松质骨中快波和慢波的传统方法、贝叶斯方法和改进的 Prony 方法。
J Acoust Soc Am. 2015 Aug;138(2):594-604. doi: 10.1121/1.4923366.
用于骨定量超声测量的多径传输参数估计
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Multichannel instantaneous frequency analysis of ultrasound propagating in cancellous bone.超声在松质骨中传播的多通道瞬时频率分析。
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Estimation of fast and slow wave properties in cancellous bone using Prony's method and curve fitting.使用 Prony 方法和曲线拟合估计松质骨中的快波和慢波特性。
J Acoust Soc Am. 2013 Apr;133(4):2490-501. doi: 10.1121/1.4792935.
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Slow and fast ultrasonic wave detection improvement in human trabecular bones using Golay code modulation.利用戈莱编码调制提高人眼小梁骨的慢波和快波超声检测。
J Acoust Soc Am. 2012 Sep;132(3):EL222-8. doi: 10.1121/1.4742729.
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Cancellous bone fast and slow waves obtained with Bayesian probability theory correlate with porosity from computed tomography.使用贝叶斯概率理论获得的松质骨快波和慢波与 CT 计算的孔隙率相关。
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