基于数学形态学和区域生长算法的肺CT图像分割

A. El Hassani, Brahim Ait Skourt, A. Majda
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引用次数: 3

摘要

计算机辅助诊断(CAD)系统在当今的医疗实践中经常使用。它可以帮助医生对肺部病变进行准确的检测和诊断。肺CT图像分割是肺CT分析的前提。本文提出了一种基于数学形态学和区域生长算法的自动混合肺分割方法。种子点是自动选择的,无需任何用户交互。此外,数学形态学运算中使用的结构元素是动态的,它会根据输入的二维肺CT切片改变其形状和参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient Lung CT Image Segmentation using Mathematical Morphology and the Region Growing algorithm
Computer Aided Diagnosis (CAD) systems are often used during Today's medical practicality. It helps the physician to perform an accurate detection and diagnosis of Lung Pathologies. Lung CT image segmentation is a prerequisite in lung CT analysis. In this paper we proposed an automated hybrid method for lung segmentation based on both mathematical morphology and the region growing algorithm. the seed points are selected automatically without any user interaction. Also, the structuring element used in mathematical morphology operation is dynamic and it changes its shape and parameters according to the input 2D lung CT slices.
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