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Automatic detection of echocardiographic LV-contours-a new image enhancement and sequential tracking method

机译:超声心动图左室轮廓的自动检测-一种新的图像增强和顺序跟踪方法

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摘要

The automatic analysis of 2-D echocardiographic images in order to evaluate the cardiac function quantitatively, detect wall-motion abnormalities, and perform 3-D modeling and simulation of the left ventricle (LV) would constitute a valuable tool for clinical use. All these analyses require the complete and reliable determination of at least the LV endocardial border. The authors describe a method for accurate detection of this LV border in a series of short- and long-axis views in stop images at end-systole and end-diastole, using low-computational-cost algorithms. The method features a powerful enhancement procedure and a contour-tracking algorithm using a secondary search process, where needed. Tests on low-quality images indicate good performance.
机译:为了定量评估心脏功能,检测壁运动异常并进行左心室(LV)的3-D建模和仿真,对2-D超声心动图图像进行自动分析将构成临床上有价值的工具。所有这些分析都需要至少对心内膜LV边界的完整而可靠的确定。作者介绍了一种使用低计算成本算法在收缩末期和舒张末期的停止图像中在一系列短轴和长轴视图中准确检测此LV边界的方法。该方法具有功能强大的增强程序和需要时使用辅助搜索过程的轮廓跟踪算法。对低质量图像的测试表明性能良好。

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