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计算机断层结肠成像的自动中心线

Automated centerline for computed tomography colonography.

作者信息

Iordanescu Gheorghe, Summers Ronald M

机构信息

Department of Radiology, National Institutes of Health, Building 10, Room 1C660, 10 Center Dr, MSC 1182, Bethesda, MD 20892-1182, USA.

出版信息

Acad Radiol. 2003 Nov;10(11):1291-301. doi: 10.1016/s1076-6332(03)00464-1.

Abstract

RATIONALE AND OBJECTIVES

A novel method to compute the centerline of the human colon obtained from computed tomography colonography is proposed. Two applications of this method are demonstrated: to compute local colonic distension (caliber), and to match polyps on supine and prone images.

MATERIALS AND METHODS

The centerline algorithm involves multiple steps including simplification of the colonic surface by decimation; thinning of the decimated colon to create a preliminary centerline; selection of equally spaced points on the preliminary centerline; grouping neighboring points; and mapping them back to rings in the original colon. This method was tested on 20 human computed tomography colonography datasets (supine and prone examinations of 10 patients) and on a computer-generated colon phantom.

RESULTS

Visual inspection of the colons and their centerlines showed the centerline to be accurate. For the colon phantom, the average error was only 1 mm. For 11 polyps visualized in both the supine and prone positions and found by computer-aided detection, the normalized distance along the centerline to each polyp was not significantly different on the supine and prone views (r = 0.999; P < .001).

CONCLUSION

This method produces an accurate colon centerline that may be useful for flight path planning, matching detections on the supine and prone views, and computing local colonic distension.

摘要

原理与目的

提出一种从计算机断层结肠造影获取的人体结肠中心线计算新方法。展示了该方法的两种应用:计算局部结肠扩张(管径),以及匹配仰卧位和俯卧位图像上的息肉。

材料与方法

中心线算法涉及多个步骤,包括通过抽取简化结肠表面;对抽取后的结肠进行细化以创建初步中心线;在初步中心线上选择等距点;对相邻点进行分组;并将它们映射回原始结肠中的环。该方法在20个人体计算机断层结肠造影数据集(10名患者的仰卧位和俯卧位检查)以及计算机生成的结肠模型上进行了测试。

结果

对结肠及其中心线的目视检查显示中心线是准确的。对于结肠模型,平均误差仅为1毫米。对于在仰卧位和俯卧位均可见且通过计算机辅助检测发现的11个息肉,仰卧位和俯卧位视图上沿着中心线到每个息肉的归一化距离无显著差异(r = 0.999;P < .001)。

结论

该方法产生的准确结肠中心线可能有助于飞行路径规划、匹配仰卧位和俯卧位视图上的检测结果以及计算局部结肠扩张。

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