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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差异的定量评估

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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:虚拟结肠镜检查正在成为诊断结肠癌的更普遍的方法。使用虚拟结肠镜检查检测癌症息肉的突出元件之一,特别是与息肉的计算机辅助检测相结合,是结肠被充分扩张。我们已经开发了一种自动方法来确定来自CT扫描的结肠百分比的百分比下降1cm或更大,并将我们的方法与放射科医师对扫描的质量评估相对于成功的结肠息肉检测进行了比较。放射学家将41个CT虚拟结肠镜检查的扫描分为三组,根据结晶区,“良好”,“中等”和“差”。我们还采用了一个子痫精确的中心线算法和子痫准确距离变换到每个数据集,以沿着中心线测量冒号的脱节。总结与对息肉检测相关的单个值的结肠差异,截止分数,我们记录了结肠距离为1cm或更大的中心线位置的百分比。然后,我们将放射科医师的评估和计算结果进行了比较。根据放射科学专家的评估,根据倾向分数的所有数据集分类。 “贫困”病例的平均值和标准偏差得分为78.4%?5.2%,“培养基”病例测量88.7%?1.9%,“良好”案件98.8%?1.5%。所有类别都显示出使用未配对的两个样品T检验彼此显着不同。呈现的结肠响应评分是评估CT上影术的结肠差异质量的准确方法。

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