DocumentCode :
3366330
Title :
Prediction of frequency-dependent ultrasonic backscatter in cancellous bone using statistical weak scattering model
Author :
Jenson, Frédéric ; Padilla, Frédéric ; Laugier, Pascal
Author_Institution :
Lab. d´´Imagerie Parametrique, CNRS, Paris, France
Volume :
2
fYear :
2002
fDate :
8-11 Oct. 2002
Firstpage :
1341
Abstract :
The goal of this study is to propose a model for the ultrasonic frequency-dependent backscatter coefficient in cancellous bone. A weak scattering model is used. It allows us to address the inverse problem and to predict the mean trabecular thickness. The backscatter coefficient is expressed in terms of an autocorrelation function of the medium. Comparison is made with experimental data for 19 specimens and for frequency ranging from 0.4 to 1.2 MHz. For each specimen a non-linear regression is performed and the mean trabecular thickness is estimated. Experimental data and theoretical predictions are averaged over the 19 specimens. A good agreement between experimental data and predictions was found for both the magnitude and the frequency-dependence of the backscatter coefficient. We also found a good agreement between the experimental mean trabecular thickness (Tb.Th=130±6.5 μm) derived from the analysis of bone 3-D micro-architecture using high resolution micro-tomography and theoretical predictions (dGauss = 140±10 μm, dexponential=153±12.5 μm). These results open interesting prospects for the estimation of the mean trabecular thickness from in vivo measurements.
Keywords :
backscatter; biomedical ultrasonics; bone; correlation theory; inverse problems; statistical analysis; ultrasonic scattering; 0.4 to 1.2 MHz; US backscatter prediction; US frequency-dependent backscatter coefficient; autocorrelation function; cancellous bone; frequency-dependent ultrasonic backscatter; inverse problem; mean trabecular thickness; nonlinear regression; osteoporosis; statistical weak scattering model; Autocorrelation; Backscatter; Cancellous bone; Frequency; Gaussian processes; In vivo; Inverse problems; Predictive models; Scattering; Thickness measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium, 2002. Proceedings. 2002 IEEE
ISSN :
1051-0117
Print_ISBN :
0-7803-7582-3
Type :
conf
DOI :
10.1109/ULTSYM.2002.1192543
Filename :
1192543
Link To Document :
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