A quality-guided displacement tracking algorithm for ultrasonic elasticity imaging

被引:58
作者
Chen, Lujie [1 ]
Treece, Graham M. [1 ]
Lindop, Joel E. [1 ]
Gee, Andrew H. [1 ]
Prager, Richard W. [1 ]
机构
[1] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
基金
英国惠康基金;
关键词
Ultrasound; Elastography; Strain imaging; Tracking; STRAIN ESTIMATION; ELASTOGRAPHY; ESTIMATORS; MULTILEVEL; REDUCTION; NOISE;
D O I
10.1016/j.media.2008.10.007
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Displacement estimation is a key step in the evaluation of tissue elasticity by quasistatic strain imaging. An efficient approach may incorporate a tracking strategy whereby each estimate is initially obtained from its neighbours' displacements and then refined through a localized search. This increases the accuracy and reduces the computational expense compared with exhaustive search. However, simple tracking strategies fail when the target displacement map exhibits complex structure. For example, there may be discontinuities and regions of indeterminate displacement caused by decorrelation between the pre- and post-deformation radio frequency (RF) echo signals. This paper introduces a novel displacement tracking algorithm, with a search strategy guided by a data quality indicator. Comparisons with existing methods show that the proposed algorithm is more robust when the displacement distribution is challenging. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:286 / 296
页数:11
相关论文
共 31 条
[1]   An adaptive strain estimator for elastography [J].
Alam, SK ;
Ophir, J ;
Konofagou, EE .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1998, 45 (02) :461-472
[2]   Supersonic shear imaging: A new technique for soft tissue elasticity mapping [J].
Bercoff, J ;
Tanter, M ;
Fink, M .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2004, 51 (04) :396-409
[3]   In vivo breast tumor detection using transient elastography [J].
Bercoff, J ;
Chaffai, S ;
Tanter, M ;
Sandrin, L ;
Catheline, S ;
Fink, M ;
Gennisson, JL ;
Meunier, M .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2003, 29 (10) :1387-1396
[4]   Differentiating benign from malignant solid breast masses with US strain imaging [J].
Burnside, Elizabeth S. ;
Hall, Timothy J. ;
Sommer, Amy M. ;
Hesley, Gina K. ;
Sisney, Gale A. ;
Svensson, William E. ;
Fine, Jason P. ;
Jiang, Jinfeng ;
Hangiandreou, Nicholas J. .
RADIOLOGY, 2007, 245 (02) :401-410
[5]   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
[6]   REDUCTION OF IMAGE NOISE IN ELASTOGRAPHY [J].
CESPEDES, I ;
OPHIR, J .
ULTRASONIC IMAGING, 1993, 15 (02) :89-102
[7]   2-D companding for noise reduction in strain imaging [J].
Chaturvedi, P ;
Insana, MF ;
Hall, TJ .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1998, 45 (01) :179-191
[8]  
Jensen J. A., 1996, Medical & Biological Engineering & Computing, V34, P351
[9]   A parallelizable real-time motion tracking algorithm with applications to ultrasonic strain imaging [J].
Jiang, J. ;
Hall, T. J. .
PHYSICS IN MEDICINE AND BIOLOGY, 2007, 52 (13) :3773-3790
[10]   A Regularized Real-Time Motion Tracking Algorithm Using Dynamic Programming for Ultrasonic Strain Imaging [J].
Jiang, Jingfeng ;
Hall, Timothy J. .
2006 IEEE ULTRASONICS SYMPOSIUM, VOLS 1-5, PROCEEDINGS, 2006, :606-609