Intracardiac echocardiography: computerized detection of left ventricular borders

被引:0
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作者
Milan Sonka
Weidong Liang
Prapti Kanani
John Allan
Steve DeJong
Richard Kerber
Charles McKay
机构
[1] The University of Iowa,Department of Electrical and Computer Engineering
[2] The University of Iowa,Department of Pediatrics
[3] The University of Iowa,Department of Internal Medicine
[4] Iowa City,undefined
关键词
border detection; left ventricle; image segmentation; intracardiac echocardiography;
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暂无
中图分类号
学科分类号
摘要
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.
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页码:397 / 411
页数:14
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