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Comparison of two methods for evaluating image quality of chest radiographs

机译:两种评估胸部射线照相图像质量的两种方法的比较

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A set of 15 analog chest images was digitized with a high performance scanner and manipulated in terms of noise and resolution to yield three sets of images; the original plus two with different noise and resolution properties. These sets were evaluated with Visual Grading Analysis (VGA) where the observer rates the visibility of certain normal anatomical structures (as described by the European Quality Criteria) compared to a reference image. One of the non-manipulated digitized images was used in an ROC-related method - the Free response Forced Error experiment. Simulated lesions of different contrast and size were randomly superimposed on 50 copies of this image. The images were then manipulated in the same way as the images used for VGA. All observations were done by a group of seven expert radiologists from six different European countries and all images were printed back to film before evaluation. The ranking of the image manipulations was the same for the two methods. Although a strong correlation cannot be predicted with only three sets of images, it is encouraging that the simpler VGA study in some cases might be used as replacement for the more time- and effort-consuming ROC analysis.
机译:一组15个模拟胸部图像中的溶液用一高性能扫描器数字化,并在噪声和分辨率方面操作以产生三组图像;原来加两个不同的噪声和分辨率性能。这些组与将观察者率某些正常的解剖结构的可见性(如由欧洲质量标准所描述的)相对于参考图像的视觉分级分析(VGA)进行了评价。一非操纵数字化图像被在ROC相关方法中使用 - 自由响应强制错误的实验。的不同对比度和尺寸模拟病变随机叠加在该图像的50个拷贝。然后,图像被以同样的方式作为用于VGA图像操纵。所有的观察是由一组七个专家放射的来自六个不同的欧洲国家进行,所有的图像被印评估之前回胶片。图像操纵的排名是两个方法相同。虽然很强的相关性无法与仅三套图像来预测,但令人鼓舞的是,在某些情况下,简单的VGA研究可能被用来作为更换为更加时间和精力消耗ROC分析。

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