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Information-Preserving Pseudo-Enhancement Correction for Non-Cathartic Low-Dose Dual-Energy CT Colonography

机译:非Cathartic低剂量双能CT结肠成像的信息保留伪增强校正

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In CT colonography (CTC), orally administered positive-contrast fecal-tagging agents can cause artificial elevation of the observed radiodensity of adjacent soft tissue. Such pseudo-enhancement makes it challenging to differentiate polyps and folds reliably from tagged materials, and it is also present in dual-energy CTC (DE-CTC). We developed a method that corrects for pseudo-enhancement on DE-CTC images without distorting the dual-energy information contained in the data. A pilot study was performed to evaluate the effect of the method visually and quantitatively by use of clinical non-cathartic low-dose DE-CTC data from 10 patients including 13 polyps covered partially or completely by iodine-based fecal tagging. The results indicate that the proposed method can be used to reduce the pseudo-enhancement distortion of DE-CTC images without losing material-specific dual-energy information. The method has potential application in improving the accuracy of automated image-processing applications, such as computer-aided detection and virtual bowel cleansing in CTC.
机译:在CT结肠造影(CTC)中,口服给予的正对照粪便标记剂可导致邻近软组织的观察到的放射密度的人为升高。这种伪增强使得挑战性地将息肉和褶皱与标记材料可靠区分开来,并且它也存在于双能CTC(DE-CTC)中。我们开发了一种在DE-CTC图像上校正伪增强的方法,而不会扭曲数据中包含的双能信息。通过使用来自10名患者的临床非导流小剂量DE-CTC数据(包括13个息肉,部分或全部被基于碘的粪便标记物覆盖),通过视觉和定量评估该方法的效果,进行了一项初步研究。结果表明,该方法可用于减少DE-CTC图像的伪增强失真,而不会丢失特定于材料的双能信息。该方法在提高自动图像处理应用程序(例如计算机辅助检测和CTC中的虚拟肠清洁)的准确性方面具有潜在的应用前景。

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