A fast method for colon polyp detection in high-resolution CT data

被引:7
作者
Kiraly, AP [1 ]
Laks, S [1 ]
Macari, M [1 ]
Geiger, B [1 ]
Bogoni, L [1 ]
Novak, CL [1 ]
机构
[1] Siemens Corp Res, Intelligent Vis Reasoning, Princeton, NJ 08540 USA
来源
CARS 2004: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS | 2004年 / 1268卷
关键词
computer-aided detection; colon polyp; virtual colonoscopy;
D O I
10.1016/j.ics.2004.03.244
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Early detection of colon polyps through screening has been proven to save lives, and it is expected that Computed Tomography Colonography (CTC) will offer benefits comparable to screening colonoscopy. CTC offers a more comfortable method of screening for patients, but requires significant time and effort by radiologists to examine large data sets. High-resolution images from multi-slice CT machines offer the potential to detect smaller polyps, but at the cost of larger data sets to analyze. This paper introduces and evaluates a system for rapid Computer-Aided Detection (CAD) of colon polyps, intended for use as a second reader. The system runs to completion in less time than radiologists typically require for a first read of the data. The system achieved 95% sensitivity to polyps between 6 and 19 mm in diameter, with an average of 5.76 false positives per patient. (C) 2004 CARS and Elsevier B.V. All rights reserved.
引用
收藏
页码:983 / 988
页数:6
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