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Image processing for computer-aided diagnosis of lung cancer screening system by CT (LSCT)

机译:CT(LSCT)用于计算机辅助诊断肺癌筛查系统的图像处理

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Abstract: In this paper, we report the image processing technique for computer-aided diagnosis of lung cancer screening system by CT (LSCT). LSCT is the newly developed mobile-type CT scanner for the mass screening of lung cancer by our project team. In this new LSCT system, one essential problem is the increase of image information to be diagnosed by a doctor to about 30 slices per patient from 1 X-ray film. To solve this difficult problem, we are trying to reduce the image information drastically to be displayed for the detector by image processing techniques. We propose a new method named Variable-New-Quoit filter for the automatic recognition of the pathological shadow candidates. Our computer aided diagnosis system can satisfactorily reduce the number of CT cross sections by this method, containing the abnormal shadow candidates.!15
机译:摘要:本文报道了CT(LSCT)用于计算机辅助诊断肺癌筛查系统的图像处理技术。 LSCT是我们项目团队针对肺癌的大规模筛查而开发的新型移动式CT扫描仪。在这种新的LSCT系统中,一个基本问题是要由医生诊断的图像信息从每张X射线胶片增加到每位患者约30片。为了解决这个难题,我们试图通过图像处理技术来大大减少要为检测器显示的图像信息。我们提出了一种新的方法,称为变量-新-Quoit滤波器,用于病理阴影候选物的自动识别。我们的计算机辅助诊断系统可以通过这种方法令人满意地减少CT横截面的数量,其中包含异常阴影候选对象。15

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