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Tracking of left ventricular long axis from real-time three-dimensional echocardiography using optical flow techniques

机译:使用光流技术从实时三维超声心动图追踪左心室长轴

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Two-dimensional echocardiography (2DE) is routinely used in clinical practice to measure left ventricular (LV) mass, dimensions, and function. The reliability of these measurements is highly dependent on the ability to obtain nonforeshortened long axis (LA) images of the left ventricle from transthoracic apical acoustic windows. Real time three-dimensional echocardiography (RT3DE) is a novel imaging technique that allows the acquisition of dynamic pyramidal data structures encompassing the entire ventricle and could potentially overcome the effects of LA foreshortening. Accordingly, the aim of this paper was to develop a nearly automated method based on optical flow techniques for the measurement of the left ventricular (LV) LA throughout the cardiac cycle from RT3DE data. The LV LA measurements obtained with the automated technique has been compared with LA measurements derived from manual selection of the LA from a volumetric display of RT3DE data. High correlation (r=.99,SEE=1.8%,y=.94x+5.3), no significant bias (-0.18 mm), and narrow limits of agreement (SD: 1.91 mm) were found. The comparison between the LA length derived from 2DE and RT3DE data showed significant underestimation of the 2DE based measurements. In conclusion, this study proves that RT3DE data overcome the effects of foreshortening and indicates that the method we propose allows fast and accurate quantification of LA length throughout the cardiac cycle.
机译:二维超声心动图(2DE)通常在临床实践中用于测量左心室(LV)的质量,尺寸和功能。这些测量的可靠性高度依赖于从经胸顶尖部声学窗口获得左心室的非缩短长轴(LA)图像的能力。实时三维超声心动图(RT3DE)是一种新颖的成像技术,它允许获取涵盖整个心室的动态金字塔数据结构,并可能克服LA缩短的影响。因此,本文的目的是开发一种基于光流技术的几乎自动化的方法,用于根据RT3DE数据在整个心动周期中测量左心室(LV)LA。使用自动技术获得的LV LA测量值已与从RT3DE数据的体积显示中手动选择LA得出的LA测量值进行了比较。相关性高(r = .99,SEE = 1.8%,y = .94x + 5.3),无显着偏差(-0.18 mm)和一致的窄限(SD:1.91 mm)。从2DE和RT3DE数据得出的LA长度之间的比较表明,基于2DE的测量结果明显低估了。总之,这项研究证明RT3DE数据克服了缩短的影响,并表明我们提出的方法可以在整个心动周期中快速准确地定量LA长度。

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