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Surface coverage in CT colography studies

机译:CT影像学研究中的表面覆盖

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Abstract: The early detection of colorectal polyps may reduce morbidity and mortality due to colon cancer. Reliable detection of polyps in CT colography requires presentation of the entire colonic surface to the radiologist. We have developed a simple technique for quantifying surface coverage of the colonic mucosa as shown on CT colography. The air in the colon is segmented. A shell surrounding the air volume is generated by successively growing surfaces contiguous with previously grown voxels using thresholds of $MIN@900 HU and $MIN@100 HU. To evaluate techniques used for viewing the colon, shell voxels used in the presentation techniques are monitored, and a list of voxels missed by the technique is compiled. The missed voxels can be visually inspected and quantified using clustering methods that parameterize volumes of missed voxels. The usefulness of this method was investigated using a technique that displays reformatted views about a pre- calculated centerline. A modification of the presentation method in which additional images are generated by interpolation to improve surface sampling near regions of high centerline curvature was also evaluated. The surface coverage and neighborhood parameters were calculated for 15 clinical colography studies. The results indicate that an average of 99.68% of the shell voxels were included in the reformatted images prior to interpolation. Surface coverage was improved to 99.9% when additional interpolated planes were included. The average number of missed neighbors improved from 8.13 to 5.29 with interpolation. The dimensions of the missed volumes provided useful information for surface coverage. !17
机译:摘要:大肠息肉的早期发现可以降低结肠癌的发病率和死亡率。要在CT影像学中可靠地检测息肉,需要向放射科医生展示整个结肠表面。我们已经开发出一种简单的技术来量化结肠粘膜的表面覆盖率,如CT结肠造影所示。结肠中的空气被分割了。通过使用$ MIN @ 900 HU和$ MIN @ 100 HU的阈值,连续增长与先前生长的体素相邻的表面来生成包围空气体积的壳。为了评估用于查看结肠的技术,监视了呈现技术中使用的贝壳体素,并编译了该技术遗漏的体素列表。可以使用聚类方法对丢失的体素进行可视化检查和量化,该聚类方法可以对丢失的体素的体积进行参数化。使用显示关于预先计算的中心线的重新格式化视图的技术研究了此方法的有用性。还对演示方法的一种修改形式进行了评估,其中通过内插法生成其他图像,以改善高中心线曲率区域附近的表面采样。计算了15个临床colography研究的表面覆盖率和邻域参数。结果表明,在插值之前,平均有99.68%的壳体素包含在重新格式化的图像中。当包括其他插值平面时,表面覆盖率提高到99.9%。通过插值,错过邻居的平均数量从8.13提高到5.29。遗漏体积的尺寸为表面覆盖提供了有用的信息。 !17

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