Noise reduction in elastograms using temporal stretching with multicompression averaging

被引:98
作者
Varghese, T
Ophir, J
Cespedes, I
机构
[1] Ultrasonics Laboratory, Department of Radiology, University of Texas Medical School, Houston, TX
[2] Ultrasonics Laboratory, Department of Radiology, University of Texas Medical School, Houston, TX 77030
关键词
ultrasound; strain; imaging; cross-correlation; elastography; elastogram; temporal stretching; strain filter; dynamic range; multicompression averaging;
D O I
10.1016/S0301-5629(96)00128-7
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Elastography uses estimates of the time delay (obtained by cross-correlation) to compute strain estimates in tissue due to quasistatic compression, Because the time delay estimates do not generally occur at the sampling intervals, the location of the cross-correlation peak does not give an accurate estimate of the time delay, Sampling errors in the time-delay estimate are reduced using signal interpolation techniques to obtain subsample time-delay estimates, Distortions of the echo signals due to tissue compression introduce correlation artifacts in the elastogram. These artifacts are reduced by a combination of small compressions and temporal stretching of the postcompression signal, Random noise effects in the resulting elastograms are reduced by averaging several elastograms, obtained from successive small compressions (assuming that the errors are uncorrelated). Multicompression averaging with temporal stretching is shown to increase the signal-to-noise ratio in the elastogram by an order of magnitude, without sacrificing sensitivity, resolution or dynamic range, The strain filter concept is extended in this article to theoretically characterize the performance of multicompression averaging with temporal stretching. Copyright (C) 1996 World Federation for Ultrasound in Medicine & Biology
引用
收藏
页码:1043 / 1052
页数:10
相关论文
共 40 条
[1]   DETECTION OF INTRAOCULAR-PRESSURE CHANGE IN THE EYE USING SONOELASTIC DOPPLER ULTRASOUND [J].
ALAM, SK ;
RICHARDS, DW ;
PARKER, KJ .
ULTRASOUND IN MEDICINE AND BIOLOGY, 1994, 20 (08) :751-758
[2]  
ALAM SK, 1996, IN PRESS ULTRASOUND
[3]  
Bendat J., 2010, Random data: analysis and measurement procedures
[4]  
BERTRAND M, 1989, 1989 P IEEE ULTR S, P859
[5]  
CESPEDES EI, 1996, IN PRESS IEEE T ULTR
[6]  
CESPEDES EI, 1993, THESIS U HOUSTON HOU
[7]   METHODS FOR ESTIMATION OF SUBSAMPLE TIME DELAYS OF DIGITIZED ECHO SIGNALS [J].
CESPEDES, I ;
HUANG, Y ;
OPHIR, J ;
SPRATT, S .
ULTRASONIC IMAGING, 1995, 17 (02) :142-171
[8]   ELASTOGRAPHY - ELASTICITY IMAGING USING ULTRASOUND WITH APPLICATION TO MUSCLE AND BREAST IN-VIVO [J].
CESPEDES, I ;
OPHIR, J ;
PONNEKANTI, H ;
MAKLAD, N .
ULTRASONIC IMAGING, 1993, 15 (02) :73-88
[9]   REDUCTION OF IMAGE NOISE IN ELASTOGRAPHY [J].
CESPEDES, I ;
OPHIR, J .
ULTRASONIC IMAGING, 1993, 15 (02) :89-102
[10]   THEORETICAL BOUNDS ON STRAIN ESTIMATION IN ELASTOGRAPHY [J].
CESPEDES, I ;
INSANA, M ;
OPHIR, J .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1995, 42 (05) :969-972