Title :
Improved scatterer property estimates from ultrasound backscatter using gate-edge correction and a Pseudo-Welch technique
Author :
Ghoshal, Goutam ; Oelze, Michael L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
fDate :
12/1/2010 12:00:00 AM
Abstract :
Quantitative ultrasound (QUS) techniques have been widely used to estimate the size, shape and mechanical properties of tissue microstructure for specified regions of interest (ROIs). For conventional methods, an ROI size of 4 to 5 beamwidths laterally and 15 to 20 spatial pulse lengths axially has been suggested to estimate accuracy and precision better than 10% and 5%, respectively. A new method is developed to decrease the standard deviation of the quantitative ultrasound parameter estimate in terms of effective scatterer diameter (ESD) for small ROIs. The new method yielded estimates of the ESD within 10% of actual values at an ROI size of five spatial pulse lengths axially by two beamwidths laterally, and the estimates from all the ROIs had a standard deviation of 15% of the mean value. Such accuracy and precision cannot be achieved using conventional techniques with similar ROI sizes.
Keywords :
backscatter; biological tissues; biomedical ultrasonics; ultrasonic scattering; effective scatterer diameter; gate-edge correction; mechanical properties; pseudoWelch technique; quantitative ultrasound parameter estimate; spatial pulse lengths; standard deviation; tissue microstructure; ultrasound backscatter; Backscatter; Computational efficiency; Electrostatic discharge; Lesions; Logic gates; Phantoms; Ultrasonic imaging; Algorithms; Computer Simulation; Phantoms, Imaging; Signal Processing, Computer-Assisted; Ultrasonography;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on
DOI :
10.1109/TUFFC.2010.1756