Clinical Image-Processing Laboratory, National Institutes of Health, Bethesda, MD 20892, USA.
IEEE Trans Biomed Eng. 2010 Dec;57(12):2861-9. doi: 10.1109/TBME.2010.2052255. Epub 2010 Jun 10.
Colon unfolding provides an efficient way to navigate the colon in computed tomographic colonography (CTC). Most existing unfolding techniques only compute forward projections. When radiologists find abnormalities or conduct measurements on the unfolded view (which is often quicker and easier), it is difficult to locate the corresponding region on the 3-D view for further examination (which is more accurate and reliable). To address this, we propose a reversible projection technique for colon unfolding. The method makes use of advanced algorithms including rotation-minimizing frames, recursive ring sets, mesh skinning, and cylindrical projection. Both forward and reverse mapping can be computed for points on the colon surface. Therefore, it allows for detecting and measuring polyps on the unfolded view and mapping them back to the 3-D surface. We generated realistic colon simulation data incorporating most colon characteristics, such as curved centerline, variable distention, haustral folds, teniae coli, and colonic polyps. Our method was tested on both simulated data and data from 110 clinical CTC studies. The results showed submillimeter accuracy in simulated data and -0.23 ± 1.67 mm in the polyp measurement using clinical CTC data. The major contributions of our technique are: 1) the use of a recursive ring set method to solve the centerline and surface correspondence problem; 2) reverse transformation from the unfolded view to the 3-D view; and 3) quantitative validation using a realistic colon simulation and clinical CTC polyp measurement.
结肠展开为计算机断层结肠成像(CTC)中的结肠导航提供了一种高效的方法。大多数现有的展开技术仅计算正向投影。当放射科医生在展开视图上发现异常或进行测量时(这通常更快且更容易),很难在 3D 视图上找到相应的区域进行进一步检查(这更准确可靠)。针对这一问题,我们提出了一种用于结肠展开的可逆投影技术。该方法利用包括最小旋转帧、递归环形集、网格剥皮和圆柱投影在内的先进算法。可以为结肠表面上的点计算正向和反向映射。因此,它允许在展开视图上检测和测量息肉,并将其映射回 3D 表面。我们生成了包含大多数结肠特征的真实结肠模拟数据,例如弯曲的中心线、可变的扩张、横皱襞、结肠带和结肠息肉。我们的方法在模拟数据和 110 项临床 CTC 研究的数据上进行了测试。结果表明,模拟数据的精度达到亚毫米级,临床 CTC 数据的息肉测量精度为-0.23±1.67mm。我们的技术的主要贡献有:1)使用递归环形集方法解决中心线和表面对应问题;2)从展开视图到 3D 视图的反向变换;3)使用真实结肠模拟和临床 CTC 息肉测量进行定量验证。