Title :
Sources and characterization of clutter in cardiac B-mode images
Author :
Lediju, Muyinatu A. ; Byram, Brett C. ; Trahey, Gregg E.
Author_Institution :
Dept. of Biomed. Eng., Duke Univ., Durham, NC, USA
Abstract :
In echocardiography, clutter is one of the most problematic image artifacts, often obscuring ventricular borders and introducing stationary noise in blood flow measurements. Clutter in transthoracic cardiac images is widely understood to originate from reverberations and off-axis echoes. The objective of this work is to investigate the sources of clutter in cardiac images and their relative contributions. Real-time 3D raw echo data was acquired at a volumetric frame rate of 1 kHz and speckle tracking was applied to resulting images to determine the motion characteristics of clutter and adjacent myocardium. When clutter adjacent to the myocardial wall was tracked, the clutter and adjacent myocardium had similar displacements. When clutter farther from the myocardial wall was tracked, displacements were temporally and spatially complex and did not correlate well with any portion of the myocardium. In addition, principal component analysis (PCA) was applied to the raw echo data and resulting eigenvectors were used to isolate various motion patterns in the cardiac data. Results support the hypothesis that echoes from stationary structures, such as the ribcage and chest wall, are contributors to stationary clutter noise, while the myocardium is a dominant source of nonstationary clutter.
Keywords :
blind source separation; blood flow measurement; displacement measurement; echocardiography; eigenvalues and eigenfunctions; image motion analysis; medical image processing; muscle; principal component analysis; speckle; Real-time 3D raw echo data; adjacent myocardium; blind source separation; blood flow measurements; cardiac B-mode images; chest wall; echocardiography; eigenvectors; frequency 1 kHz; motion characteristics; motion patterns; myocardial wall; nonstationary clutter; obscure ventricular borders; off-axis echoes; principal component analysis; problematic image artifacts; real-time 3D raw echo data; reverberations; ribcage structure; speckle tracking; stationary clutter noise; transthoracic cardiac images; Blood flow; Echocardiography; Fluid flow measurement; Motion analysis; Myocardium; Noise measurement; Principal component analysis; Reverberation; Speckle; Tracking;
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
DOI :
10.1109/ULTSYM.2009.5441606