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Subtraction technique for computerized detection of small lung nodules in computer tomography images

机译:减法技术用于计算机断层扫描图像中的小肺结节的计算机化检测

摘要

A method, system, computer readable medium and apparatus for computerized detection of lung nodules in computer tomography images, by which mask images are created such that subtractions of the mask image from a targeted CT section image reveal or highlight small lung nodules in the target CT section. The mask image is created utilizing the targeted CT section image along with other CT section images generated from the same CT scan. Based on these other section CT images and the targeted CT section image, a mask image can be created that is very similar to the target CT section image, but without the presence of small lung nodules. When the mask image is subtracted from the targeted CT section image, the differences between the mask images and the CT section images reveal small lung nodules. The mask image may be created by linear interpolation or a morphological filtered image.
机译:一种用于计算机检测计算机断层摄影图像中的肺结节的方法,系统,计算机可读介质和设备,通过该方法,系统创建掩膜图像,使得从目标CT断层图像中减去掩膜图像可揭示或突出显示目标CT中的小肺结节部分。利用目标CT断面图像以及从同一CT扫描生成的其他CT断面图像创建遮罩图像。基于这些其他断层CT图像和目标CT断层图像,可以创建与目标CT断层图像非常相似的遮罩图像,但不存在小肺结节。从目标CT断层图像中减去掩模图像后,掩模图像与CT断层图像之间的差异会显示出肺小结节。可以通过线性插值或形态滤波的图像来创建掩模图像。

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