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心腔内超声心动图:左心室边界的计算机化检测

Intracardiac echocardiography: computerized detection of left ventricular borders.

作者信息

Sonka M, Liang W, Kanani P, Allan J, DeJong S, Kerber R, McKay C

机构信息

Department of Electrical and Computer Engineering, University of Iowa, Iowa City, USA.

出版信息

Int J Card Imaging. 1998 Dec;14(6):397-411. doi: 10.1023/a:1006114907352.

Abstract

A semi-automated method for two- and three-dimensional analysis of intracardiac echocardiography (ICE) images and image sequences is reported based on detection of epicardial and endocardial borders using graph searching. The border detection method was applied to 50 ICE images acquired in vivo in five dogs and to 108 images in 16 volumetric ICE image sequences from eight cadaveric pig hearts. The ICE images from the in vivo study showed good correlation between computer-detected and observer-defined left ventricular (LV) cavity areas and epicardial areas (r = 0.99, y = 0.98x + 0.43 [cm2]; r = 0.99, y = 0.98x + 1.11 [cm2]; respectively). In the cadaveric hearts, the LV volumes were determined with the volume measurement error of 7.6 +/- 7.7% and 11.3 +/- 11.2% for the aortic valve and mitral valve image sequences, respectively. Our method facilitates an accurate and computationally efficient approach for the quantitative assessment of ICE image data in 2D and 3D.

摘要

报道了一种基于图形搜索检测心外膜和心内膜边界的半自动方法,用于心腔内超声心动图(ICE)图像和图像序列的二维和三维分析。该边界检测方法应用于在五只犬体内采集的50幅ICE图像以及来自八个猪尸体心脏的16个容积性ICE图像序列中的108幅图像。体内研究的ICE图像显示,计算机检测的左心室(LV)腔面积与观察者定义的左心室腔面积以及心外膜面积之间具有良好的相关性(分别为r = 0.99,y = 0.98x + 0.43 [cm²];r = 0.99,y = 0.98x + 1.11 [cm²])。在尸体心脏中,对于主动脉瓣和二尖瓣图像序列,LV容积测定的体积测量误差分别为7.6±7.7%和11.3±11.2%。我们的方法为二维和三维ICE图像数据的定量评估提供了一种准确且计算高效的方法。

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