Title :
Noise reduction for ultrasonic elastography using transmit-side frequency compounding: a preliminary study
Author :
Cui, Shaoguo ; Liu, Dong C.
Author_Institution :
Coll. of Comput. Sci., Sichuan Univ., Chengdu, China
fDate :
3/1/2011 12:00:00 AM
Abstract :
Ultrasonic elastography is an imaging technique providing information about the relative stiffness of biological tissues. In general, elastography suffers from noise artifacts, which degrade lesion detectability and increase the likelihood of misdiagnosis. This paper proposes a method called transmit- side frequency compounding for elastography (TSFC). Beamforming is modified to transmit frames with N alternating center frequencies. Pairs of frames with the same center frequency are used to calculate sub-elastograms that are then averaged to produce one compounded elastogram. Simulation results based on an uniformly elastic tissue model demonstrate the decorrelation among sub-elastograms and the improvement in elastographic signal-to-noise ratio (SNRe) achieved by compounding sub-elastograms. An elastic phantom experiment further validates the noise reduction obtained by the proposed technique.
Keywords :
array signal processing; biological tissues; biomechanics; biomedical ultrasonics; elasticity; medical signal processing; signal denoising; beamforming; biological tissues; elastic phantom experiment; elastographic signal-to-noise ratio; lesion detectability; noise artifacts; noise reduction; relative stiffness; sub-elastograms; transmit-side frequency compounding; ultrasonic elastography; uniformly elastic tissue model; Correlation; Decorrelation; Imaging; Noise; Noise reduction; Strain; Algorithms; Artifacts; Computer Simulation; Elasticity Imaging Techniques; Image Processing, Computer-Assisted; Phantoms, Imaging; Reproducibility of Results;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2011.1835