Literature DB >> 15454623

CT colonography with computer-aided detection: automated recognition of ileocecal valve to reduce number of false-positive detections.

Ronald M Summers1, Jianhua Yao, C Daniel Johnson.   

Abstract

The ileocecal valve (ICV) is a common cause of false-positive detections of polyps at computed tomographic (CT) colonography with computer-aided detection (CAD). The authors developed a CAD algorithm for differentiating the ICV from a true polyp and evaluated this algorithm by using two colonoscopy-confirmed CT colonography data sets. Data sets 1 and 2 consisted of the data obtained at CT colonographic examinations performed in 20 and 40 patients, respectively. Forty of these patients had at least one polyp 1 cm or larger. For data set 1, the proposed ICV recognition algorithm eliminated three of nine (33%; 95% confidence interval [CI]: 8%, 70%) false-positive CAD detections that were attributable to the ICV and none of the true-positive polyp detections. For data set 2, with use of identical parameters, the algorithm eliminated 11 of 18 (61%; 95% CI: 36%, 83%) false-positive detections that were attributable to the ICV and none of the true-positive detections. The thresholds used to recognize the ICV were a mean internal CT attenuation of less than -124 HU and a volume of greater than 1.5 cm(3). The proposed algorithm successfully recognized the ICV and eliminated it in some cases. This result is clinically important because, by reducing the frequency of a common cause of false-positive detections, this algorithm may improve the efficiency of physicians who use CAD. Copyright RSNA, 2004

Entities:  

Mesh:

Year:  2004        PMID: 15454623     DOI: 10.1148/radiol.2331031326

Source DB:  PubMed          Journal:  Radiology        ISSN: 0033-8419            Impact factor:   11.105


  6 in total

Review 1.  Improving the accuracy of CTC interpretation: computer-aided detection.

Authors:  Ronald M Summers
Journal:  Gastrointest Endosc Clin N Am       Date:  2010-04

Review 2.  Imaging of the ileocaecal valve.

Authors:  A Jelbert; S Swinson; K Atkin; S Bhalerao; S Babu
Journal:  Tech Coloproctol       Date:  2008-06-09       Impact factor: 3.781

Review 3.  Anniversary paper: History and status of CAD and quantitative image analysis: the role of Medical Physics and AAPM.

Authors:  Maryellen L Giger; Heang-Ping Chan; John Boone
Journal:  Med Phys       Date:  2008-12       Impact factor: 4.071

4.  Increasing computer-aided detection specificity by projection features for CT colonography.

Authors:  Hongbin Zhu; Zhengrong Liang; Perry J Pickhardt; Matthew A Barish; Jiangsheng You; Yi Fan; Hongbing Lu; Erica J Posniak; Robert J Richards; Harris L Cohen
Journal:  Med Phys       Date:  2010-04       Impact factor: 4.071

5.  Automated teniae coli detection and identification on computed tomographic colonography.

Authors:  Zhuoshi Wei; Jianhua Yao; Shijun Wang; Jiamin Liu; Ronald M Summers
Journal:  Med Phys       Date:  2012-02       Impact factor: 4.071

6.  A CAD System for Hemorrhagic Stroke.

Authors:  Wieslaw L Nowinski; Guoyu Qian; Daniel F Hanley
Journal:  Neuroradiol J       Date:  2014-08-29
  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.