DocumentCode
3406115
Title
A novel estimation system for multiple pulse echo signals from ultrasound contrast microbubbles
Author
Yan, Yan ; Hopgood, James R. ; Sboros, Vassilis
Author_Institution
Sch. of Eng. & Electron., Univ. of Edinburgh, Edinburgh
fYear
2008
fDate
March 31 2008-April 4 2008
Firstpage
601
Lastpage
604
Abstract
The understanding and exploitation of non-linear microbubble signals is an active research area that aims to advance contrast ultrasound into a high sensitivity and specificity diagnostic imaging modality. To discriminate the difference between echoes from tissue and contrast microbubbles, it is of significance to extract as much information of the reflected signals as possible, especially the pulse locations in the time domain and their corresponding spectral contents in the frequency domain. In this paper, a novel estimation system for extracting the information of interest is proposed. This estimation technique is based on non-parametric methods for coarse estimation, followed by a parametric method within Bayesian framework for estimation refinement. The results show that the pulse location and frequency content can be accurately estimated simultaneously. This assists in the design of transmit pulsing regimes in future work.
Keywords
Bayes methods; acoustic signal processing; biomedical ultrasonics; medical signal processing; nonparametric statistics; parameter estimation; Bayesian framework; multiple pulse echo signals; nonlinear microbubble signals; nonparametric methods; signal estimation system; signal estimation technique; ultrasound contrast microbubbles; Acoustic pulses; Bayesian methods; Data mining; Digital communication; Envelope detectors; Frequency domain analysis; Frequency estimation; Nonlinear acoustics; Parametric statistics; Ultrasonic imaging; Bayesian inference; Monte Carlo methods; parametric model; ultrasound contrast microbubbles;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location
Las Vegas, NV
ISSN
1520-6149
Print_ISBN
978-1-4244-1483-3
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2008.4517681
Filename
4517681
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