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Automatic scoring in digital radiology, particularly in mammography

机译:在数字放射学中,特别是在乳腺摄影中,自动评分

摘要

A method and computer program and device for evaluation of the radiographic image quality of a phantom containing cells with two visualizable objects in which: the coordinates of each phantom cell are determined on each phantom image; for each phantom cell containing at least two objects: a level of a radiographic reference signal is calculated in an area of reference at right angles with the first object whose position in the cell is known; for each area of the cell capable of containing the other object: a search area formed by a set of pixels is defined; for each pixel of the search area: a signal sample is extracted in an area of interest centered on the pixel and of the same size as the reference area; a logarithmic probability function is calculated between the sample and the reference signal, the probability function corresponding to a mathematical observer; a surface parameter of the set of probability values thus obtained is calculated; the area of interest whose surface has a peak is selected as area containing the other object; the image quality score is calculated from the results of detection for the set of phantom cells.
机译:一种用于评估具有两个可视对象的包含单元格的体模的放射线图像质量的方法,计算机程序和装置,其中:在每个体模图像上确定每个体模单元的坐标;对于每个包含至少两个物体的幻像细胞:在参考区域中与已知其在细胞中位置的第一个物体成直角,计算射线照相参考信号的水平;对于能够包含另一个对象的单元格的每个区域:定义由一组像素形成的搜索区域;对于搜索区域的每个像素:在以像素为中心的感兴趣区域中提取信号样本,该区域的大小与参考区域相同;在样本和参考信号之间计算对数概率函数,该概率函数对应于数学观察者;计算由此获得的一组概率值的表面参数;选择其表面具有峰的感兴趣区域作为包含另一物体的区域;图像质量得分是根据一组幻象细胞的检测结果计算得出的。

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