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Evaluation of software for reading images of the CDMAM test object to assess digital mammography systems

机译:评估软件,用于读取CDMAM测试对象的图像以评估数字乳腺摄影系统

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European Guidelines for quality control in digital mammography specify minimum and achievable standards of image quality in terms of threshold contrast, based on readings of images of the CDMAM test object by human observers. However this is time-consuming and has large inter- and intra-observer error. To overcome these problems a software program (CDCOM) is available to automatically read CDMAM images. After some further analysis the automated measurements can be used to predict the threshold contrast for a typical observer. The results of threshold contrast determination by human observers at three different centres were compared against automated readings. These data provide a means of predicting average human performance using the automated reading software. The coefficient of variation in automatically determined threshold gold thickness was about 4% for detail sizes from 0.2 to 1.0mm when 8 images were analysed. The coefficient of variation was about 10% at a detail size of 0.1mm. Using larger numbers of images improved reproducibility for all detail sizes. A change in phantom design could greatly improve reproducibility for the smallest detail sizes. Greater consistency of phantom construction would also be desirable as one of the four phantoms tested was significantly different from the other three. Despite some limitations automated reading of CDMAM images can provide a reproducible means of assessing digital mammography systems against European Guidelines.
机译:根据人类观察者对CDMAM测试对象的图像读数,欧洲数字乳腺摄影质量控制准则就阈值对比度规定了图像质量的最低和可达到的标准。但是,这很耗时,并且在观察者之间和观察者内部都有很大的错误。为了克服这些问题,可以使用软件程序(CDCOM)自动读取CDMAM图像。经过一些进一步的分析后,可以使用自动测量来预测典型观察者的阈值对比度。将三个不同中心的人类观察者确定阈值对比度的结果与自动读数进行了比较。这些数据提供了使用自动阅读软件预测平均人类表现的方法。当分析8张图像时,对于从0.2到1.0mm的细节尺寸,自动确定的阈值金厚度的变化系数约为4%。细节尺寸为0.1mm时,变异系数约为10%。使用更多数量的图像可提高所有细节尺寸的重现性。幻像设计的改变可以极大地提高最小细节尺寸的重现性。由于测试的四个体模之一与其他三个体模明显不同,因此还希望具有更高的体模构造一致性。尽管有一些限制,但CDMAM图像的自动读取仍可提供一种可重现的方法,可以根据欧洲指南评估数字化乳腺摄影系统。

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