Title :
Performance of elastic image registration against speckle tracking for 2D cardiac motion and strain estimation
Author :
Heyde, Brecht ; Jasaityte, Ruta ; Bouchez, Stefaan ; Vandenheuvel, Michael ; Claus, Piet ; Wouters, Patrick ; D´hooge, Jan
Author_Institution :
Cardiovascular Imaging &Dynamics, Catholic Univ. of Leuven, Leuven, Belgium
Abstract :
Despite the availability of multiple solutions for assessing myocardial strain, little is currently known about the relative performance of the different methods. In this study, we sought to contrast two popular strain estimation techniques directly (block-matching and registration) in an in-vivo setting by comparing both to a gold standard reference measurement. Mid short-axis images were acquired with a GE Vivid7 ultrasound system in five open-chest sheep instrumented with ultrasonic microcrystals. Radial (∈RR) and circumferential strain (∈CC) were estimated during four stages: at rest, during esmolol and dobutamine infusion, and during acute ischemia. While the correlations of a well-validated block matching approach and the elastic registration method were comparable for the ∈CC component (0.82 vs 0.81 respectively), imposing regularization during the motion estimation process (i.e. as embedded in the elastic registration method), showed to be advantageous to estimate ∈RR as it improved performance significantly (0.63 vs 0.83; p=0.05). Moreover, the bias and the limits of agreement were also smaller in this direction (p<;0.01).
Keywords :
biomedical ultrasonics; cardiology; data acquisition; diseases; image matching; image registration; medical image processing; motion estimation; muscle; speckle; ultrasonic imaging; 2D cardiac motion; GE Vivid7 ultrasound system; acute ischemia; data acquisition; dobutamine infusion; elastic image registration; esmolol infusion; gold standard reference measurement; midshort-axis images; motion estimation; myocardial strain; open-chest sheep instrumentation; speckle tracking; strain estimation; ultrasonic microcrystals; well-validated block matching approach; Acoustics; Correlation; Crystals; Estimation; Myocardium; Strain; Ultrasonic imaging; Elastic registration; block matching; cardiac strain assessment; in-vivo setup; sonomicrometry;
Conference_Titel :
Ultrasonics Symposium (IUS), 2011 IEEE International
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4577-1253-1
DOI :
10.1109/ULTSYM.2011.0228