心脏b型图像杂波的来源和特征

M. Lediju, B. Byram, G. Trahey
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引用次数: 19

摘要

在超声心动图中,杂波是最具问题的图像伪影之一,通常会模糊心室边界并在血流测量中引入静止噪声。经胸心脏图像中的杂波被广泛认为是由混响和离轴回波引起的。本研究的目的是研究心脏图像中杂波的来源及其相对贡献。以1khz的体积帧率获取实时三维原始回波数据,并对所得图像进行散斑跟踪,以确定杂波和邻近心肌的运动特征。当对心肌壁附近的杂波进行跟踪时,杂波与邻近的心肌有相似的位移。当杂波远离心肌壁时,位移在时间和空间上都很复杂,并且与心肌的任何部分都没有很好的相关性。此外,将主成分分析(PCA)应用于原始回波数据,并使用所得到的特征向量来分离心脏数据中的各种运动模式。结果支持这样的假设,即来自固定结构(如胸腔和胸壁)的回声是固定杂波噪声的贡献者,而心肌是非固定杂波的主要来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sources and characterization of clutter in cardiac B-mode images
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.
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