首页> 外文会议>Physiology, Function, and Structure from Medical Images pt.1; Progress in Biomedical Optics and Imaging; vol.7,no.29 >Quantitative Assessment of Colon Distention for Polyp Detection in CT Virtual Colonoscopy
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Quantitative Assessment of Colon Distention for Polyp Detection in CT Virtual Colonoscopy

机译:CT虚拟结肠镜检查中息肉检测结肠扩张的定量评估。

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Virtual colonoscopy is becoming a more prevalent way to diagnose colon cancer. One of the critical elements in detecting cancerous polyps using virtual colonoscopy, especially in conjunction with computer-aided detection of polyps, is that the colon be sufficiently distended. We have developed an automatic method to determine from a CT scan what percentage of the colon is distended by 1cm or larger and compared our method with a radiologist's assessment of quality of the scan with respect to successful colon polyp detection. A radiologist grouped 41 CT virtual colonoscopy scans into three groups according to the degree of colonic distention, "well", "medium", and "poor". We also employed a subvoxel accurate centerline algorithm and a subvoxel accurate distance transform to each dataset to measure the colon distention along the centerline. To summarize the colonic distention with a single value relevant for polyp detection, the distention score, we recorded the percentage of centerline positions in which the colon distention was 1cm or larger. We then compared the radiologist's assessment and the computed results. The sorting of all datasets according to the distention score agreed with the radiologist's assessment. The "poor" cases had a mean and standard deviation score of 78.4% ± 5.2%, the "medium" cases measured 88.7% ± 1.9%, and the "well" cases 98.8% ± 1.5%. All categories were shown to be significantly different from each other using unpaired two sample t-tests. The presented colonic distention score is an accurate method for assessing the quality of colonic distention for CT colonography.
机译:虚拟结肠镜检查正成为诊断结肠癌的一种更为普遍的方法。使用虚拟结肠镜检查(特别是结合计算机辅助的息肉检测)检测癌性息肉的关键因素之一是结肠足够张开。我们已经开发出一种自动方法,可以从CT扫描中确定结肠扩大了1cm或更大的百分比,并将我们的方法与放射科医生对成功检测结肠息肉的扫描质量的评估进行了比较。放射科医师根据结肠扩张程度(“好”,“中”和“差”)将41台CT虚拟结肠镜检查分为三组。我们还对每个数据集采用了亚体素精确中心线算法和亚体素精确距离变换,以测量沿中心线的结肠扩张。为了总结结肠息肉,该息肉与息肉的检测相关,是一个单一的值,我们记录了结肠息肉为1cm或更大的中心线位置的百分比。然后,我们比较了放射科医生的评估结果和计算结果。根据扩张分数对所有数据集的分类与放射科医生的评估相符。 “较差”的案例的平均和标准偏差得分为78.4%±5.2%,“中等”的案例为88.7%±1.9%,“良好的”案例为98.8%±1.5%。使用不配对的两个样本t检验,所有类别均显示出显着不同。提出的结肠扩张评分是评估CT结肠造影结肠扩张质量的准确方法。

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