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The Dependency of Pixel Size on Calcification Reproducibility in Digital Mammography

机译:像素大小对数字乳腺X射线摄影钙化再现性的依赖性

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摘要

The purpose of this study is to determine the relative effect of MTF, DQE, and pixel size on the shape of microcalcifications in mammography. Two original images were obtained by a) scanning the film that accompanies an RMI-156 phantom at a resolution of 25μm per pixel, b) creating an image with various shapes on a computer. Simulated images were then obtained by changing MTF, adding noise to simulate DQE effects, and changing the resolution of the original images. These images were visually evaluated to determine the recognition of the shape. In the evaluation of 400μm microcalcifications on the RMI-156 phantom, we found that shape recognition is maintained with a pixel size of 50μm or less regardless of MTF. However, at resolutions over 50μm, recognition was insufficient even when MTF was increased. Adding noise decreased visibility but did not affect shape recognition. The same results were obtained using computer-created shapes. The effect of pixel size on the recognition of the shape of microcalcifications was shown to be greater compared to MTF and DQE. It was also found that increasing MTF does not compensate for information lost because of enlarged pixel size.
机译:这项研究的目的是确定乳腺摄影中MTF,DQE和像素大小对微钙化形状的相对影响。通过以下方式获得了两个原始图像:a)以每像素25μm的分辨率扫描RMI-156幻像随附的胶片,b)在计算机上创建各种形状的图像。然后通过更改MTF,添加噪声以模拟DQE效果以及更改原始图像的分辨率来获得模拟图像。视觉评估这些图像以确定形状的识别。在RMI-156幻像上评估400μm的微钙化过程中,我们发现,无论MTF大小如何,像素尺寸为50μm或更小都可以保持形状识别。但是,在分辨率超过50μm的情况下,即使提高了MTF,识别度仍不足。添加噪音会降低可见度,但不会影响形状识别。使用计算机创建的形状可获得相同的结果。与MTF和DQE相比,像素尺寸对微钙化形状识别的影响被证明更大。还发现增加MTF不能补偿由于像素增大而丢失的信息。

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