Quantitative assessment of colon distention for polyp detection in CT virtual colonoscopy

被引:0
|
作者
Van Uitert, Robert [1 ]
Bitter, Ingmar [1 ]
Summers, Ronald M. [1 ]
Choi, J. Richard [2 ,3 ]
Pickhardt, Perry J. [4 ]
机构
[1] NIH, Dept Diagnost Radiol, Bethesda, MD 20892 USA
[2] Uniformed Serv Univ Hlth Sci, Bethesda, MD 20814 USA
[3] Walter Reed Army Med Ctr, Washington, DC 20307 USA
[4] Univ Wisconsin, Dept Radiol, Madison, WI 53792 USA
关键词
CT; colon; 3D reconstruction; colon cancer; image processing; computer-aided detection;
D O I
10.1117/12.653205
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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 1 cm 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 1 cm 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 impaired two sample t-tests. The presented colonic distention score is an accurate method for assessing the quality of colonic distention for CT colonography.
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页数:7
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