Computer-aided detection of polyps in CT colonography:: Evaluation of volumetric features in differentiating polyps from false positives

被引：0
|
作者：
Näppi, J [1 ]
Dachman, AH [1 ]
MacEneaney, PM [1 ]
Yoshida, H [1 ]
机构：
[1] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
来源：
CARS 2001: COMPUTER ASSISTED RADIOLOGY AND SURGERY | 2001年 / 1230卷
关键词：
volumetric image analysis; CT colonography; computer-aided detection;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
We evaluated the ROC performance of six volumetric features in differentiating between the true-positive and false-positive polyp findings of our CAD system for CT colonography. Among the single feature statistics, the mean shape index had the best ROC performance, followed by a new D-iris feature. The ROC results of the round-robin discriminant analysis indicate that the performance of our CAD system can potentially be improved by use of a combination of the shape index, CT value, and the D-iris feature statistics.
引用
收藏
页码：635 / 640
页数：6
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