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METHOD FOR THE AUTOMATIC INTERPRETATION OF IMAGES FOR THE QUANTIFICATION OF NUCELAR TUMOUR MARKERS

机译:用于自动量化核肿瘤标记的图像的方法

摘要

The invention relates to a method for the automatic interpretation of images for the quantification of nuclear tumour markers, in which, using images that have been pre-tinted using known methods, the following steps are performed: changing from RGB colour space to another space in which one of the channels represents the light intensity of the pixel; extracting the channel corresponding to the intensity value; filtering the image; equalizing the histogram to increase the contrast; performing segmentation based on regions and detection of contours; combining the images obtained from the segmentation based on regions and the segmentation based on contours, in order to produce a mask that is applied to the original image so as to obtain the area of interest, formed only of the nuclei; and, finally, classifying the pixels. The invention improves workflows, ergonomics, comfort and productivity for experts in diagnostics.
机译:本发明涉及一种用于自动解释图像以定量核肿瘤标记物的方法,其中,使用已经使用已知方法预先着色的图像,执行以下步骤:从RGB颜色空间改变为RGB颜色空间。哪个通道代表像素的光强度;提取强度值对应的通道;过滤图像;均衡直方图以增加对比度;根据区域进行分割并检测轮廓;组合从基于区域的分割和基于轮廓的分割获得的图像,以产生应用于原始图像的掩模,以获得仅由核形成的感兴趣区域;最后,对像素进行分类。本发明改善了诊断专家的工作流程,人体工程学,舒适度和生产率。

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