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Detection of tissue folds in whole slide images

机译:检测整个幻灯片图像中的组织折叠

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摘要

In whole slide imaging (WSI) the quality of scanned images is an interplay between the hardware specifications of the scanning device and the condition of the tissue slide itself. Tissue artifacts such as folds and bubbles have been known to affect the efficiency of a whole slide scanning system in selecting the focus points wherein the presence of the said artifacts have been found to produce blur or unfocused images. Thus, for a whole slide scanning device to produce the best image quality, even with the presence of tissue artifacts, information on the location of these artifacts should be known such that they can be avoided in the selection of the focus points. In this paper we introduced an enhancement method to emphasize and detect the location of the tissue folds from whole slide images. Results of the experiments that we conducted on various H&E stained images that were scanned using different scanners show the robustness of the method to detect tissue folds.
机译:在整个幻灯片成像(WSI)中,扫描图像的质量是扫描装置的硬件规格与组织滑动本身的条件之间的相互作用。已知诸如折叠和气泡的组织伪像在选择焦点时,以影响所述焦点的焦点来影响所述伪影的存在效率来产生模糊或未聚焦的图像。因此,对于整个滑动扫描装置来产生最佳图像质量,即使存在组织伪像,应该已知关于这些伪像的位置的信息,使得在选择焦点时可以避免它们。在本文中,我们介绍了一种强调和检测来自整个幻灯片图像的组织折叠的位置的增强方法。我们在使用不同扫描仪扫描的各种H&E染色图像上进行的实验结果显示了检测组织折叠的方法的稳健性。

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