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A novel visualization method for the ribs within chest volume data

机译:胸部体积数据中肋骨的新型可视化方法

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The ribs within computed tomography (CT) images form curved structures intersecting the axial plane at oblique angles. Rib metastases and other pathologies of the rib are apparent in CT images. Analysis of the ribs using conventional 2D axial slice viewing involves manually tracking them through multiple slices. 3D visualization of the ribs also has drawbacks due to occlusion. Examination of a single rib may require repositioning the viewpoint several times in order to avoid other ribs. We propose a novel visualization method that eliminates rib curvatures by straightening each rib along its centerline. This reduces both 2D and 3D viewing complexities. Our method is based upon first segmenting and extracting the centerlines of each rib. These steps are done through a tracing based segmentation. Next, the centerlines are refined to a smoother contour. Each centerline is then used to resample and digitally straighten each rib. The result is a simplified volume containing only the straightened ribs, which can be quickly examined both in 3D and by scrolling through a series of about 40 slices. Additionally, a projection of the image can yield a single 2D image for examination. The method was tested on chest CT images obtained from patients both positive and negative for rib metastases. Running time was less than 15 seconds per dataset. Preliminary results demonstrate the effectiveness of the visualization in detecting and delineating these metastases.
机译:计算机断层扫描(CT)图像中的肋骨形成弯曲结构,这些结构以倾斜角度与轴向平面相交。肋骨转移和肋骨的其他病变在CT图像中很明显。使用常规的2D轴向切片查看肋骨的过程涉及手动跟踪多个切片。肋骨的3D可视化由于闭塞也具有缺点。检查单个肋骨可能需要多次重新放置视点,以避开其他肋骨。我们提出了一种新颖的可视化方法,该方法通过沿肋的中心线拉直来消除肋的弯曲。这降低了2D和3D的观看复杂度。我们的方法基于首先分割并提取每个肋骨的中心线。这些步骤是通过基于跟踪的细分完成的。接下来,将中心线细化为更平滑的轮廓。然后,将每个中心线用于重新采样并以数字方式拉直每个肋骨。结果是简化了的体积仅包含拉直的肋骨,可以在3D和滚动滚动约40个切片的情况下快速对其进行检查。另外,图像的投影可以产生单个2D图像以进行检查。在从肋骨转移阳性和阴性患者获得的胸部CT图像上测试了该方法。每个数据集的运行时间少于15秒。初步结果证明了可视化在检测和描绘这些转移灶方面的有效性。

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