Literature DB >> 19544802

Virtual tagging for laxative-free CT colonography: pilot evaluation.

Janne Näppi1, Hiroyuki Yoshida.   

Abstract

Laxative-free computed tomographic colonography (lfCTC) could significantly improve patient adherence to colorectal screening. However, the interpretation of lfCTC data is complicated by the presence of poorly tagged feces and partial-volume artifacts that imitate colorectal lesions. The authors developed a method for virtual tagging of such artifacts. A probabilistic model of colonic wall was developed, and virtual tagging was performed on artifacts that were identified by the model. The method was evaluated with 46 clinical lfCTC cases that were prepared with dietary fecal tagging only. Visual examples show that the method can label partial-volume artifacts, poorly tagged feces, nonadhering completely untagged feces, and artifacts such as rectal tubes. The effect of virtual tagging was evaluated by comparing the detection accuracy of a fully automated polyp detection scheme without and with the method. With virtual tagging, the per-lesion detection sensitivity was 100% for lesions > or = 10 mm (n = 4) with 3.8 false positives per patient (per two CT scan volumes) and 90% for lesions > or = 6 mm (n = 10) with 5.4 false positives per patient on average. The improvement in detection performance by virtual tagging was statistically significant (p = 0.03; JAFROC and JAFROC-1).

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Year:  2009        PMID: 19544802      PMCID: PMC2736708          DOI: 10.1118/1.3113893

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  28 in total

1.  Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps.

Authors:  H Yoshida; J Näppi
Journal:  IEEE Trans Med Imaging       Date:  2001-12       Impact factor: 10.048

2.  CT colonography without cathartic preparation: feasibility study.

Authors:  M R Callstrom; C D Johnson; J G Fletcher; J E Reed; D A Ahlquist; W S Harmsen; K Tait; L A Wilson; K E Corcoran
Journal:  Radiology       Date:  2001-06       Impact factor: 11.105

3.  Computed tomographic virtual colonoscopy to screen for colorectal neoplasia in asymptomatic adults.

Authors:  Perry J Pickhardt; J Richard Choi; Inku Hwang; James A Butler; Michael L Puckett; Hans A Hildebrandt; Roy K Wong; Pamela A Nugent; Pauline A Mysliwiec; William R Schindler
Journal:  N Engl J Med       Date:  2003-12-01       Impact factor: 91.245

4.  Receiver operating characteristic rating analysis. Generalization to the population of readers and patients with the jackknife method.

Authors:  D D Dorfman; K S Berbaum; C E Metz
Journal:  Invest Radiol       Date:  1992-09       Impact factor: 6.016

5.  Laxative-free CT colonography.

Authors:  Philippe Lefere; Stefaan Gryspeerdt; Marc Baekelandt; Bartel Van Holsbeeck
Journal:  AJR Am J Roentgenol       Date:  2004-10       Impact factor: 3.959

6.  Observer studies involving detection and localization: modeling, analysis, and validation.

Authors:  Dev P Chakraborty; Kevin S Berbaum
Journal:  Med Phys       Date:  2004-08       Impact factor: 4.071

7.  CT colonography after fecal tagging with a reduced cathartic cleansing and a reduced volume of barium.

Authors:  Philippe Lefere; Stefaan Gryspeerdt; Jesse Marrannes; Marc Baekelandt; Bartel Van Holsbeeck
Journal:  AJR Am J Roentgenol       Date:  2005-06       Impact factor: 3.959

8.  Prevention of colorectal cancer by colonoscopic polypectomy. The National Polyp Study Workgroup.

Authors:  S J Winawer; A G Zauber; M N Ho; M J O'Brien; L S Gottlieb; S S Sternberg; J D Waye; M Schapiro; J H Bond; J F Panish
Journal:  N Engl J Med       Date:  1993-12-30       Impact factor: 91.245

9.  Feature-guided analysis for reduction of false positives in CAD of polyps for computed tomographic colonography.

Authors:  Janne Näppi; Hiroyuki Yoshida
Journal:  Med Phys       Date:  2003-07       Impact factor: 4.071

10.  Validation and statistical power comparison of methods for analyzing free-response observer performance studies.

Authors:  Dev P Chakraborty
Journal:  Acad Radiol       Date:  2008-12       Impact factor: 3.173

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  8 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

2.  Correlation of free-response and receiver-operating-characteristic area-under-the-curve estimates: results from independently conducted FROC∕ROC studies in mammography.

Authors:  Federica Zanca; Stephen L Hillis; Filip Claus; Chantal Van Ongeval; Valerie Celis; Veerle Provoost; Hong-Jun Yoon; Hilde Bosmans
Journal:  Med Phys       Date:  2012-10       Impact factor: 4.071

3.  Computer-Aided Detection of Colorectal Lesions with Super-Resolution CT Colonography: Pilot Evaluation.

Authors:  Janne J Näppi; Synho Do; Hiroyuki Yoshida
Journal:  Abdom Imaging (2013)       Date:  2013

4.  Strategies for improved interpretation of computer-aided detections for CT colonography utilizing distributed human intelligence.

Authors:  Matthew T McKenna; Shijun Wang; Tan B Nguyen; Joseph E Burns; Nicholas Petrick; Ronald M Summers
Journal:  Med Image Anal       Date:  2012-05-03       Impact factor: 8.545

5.  Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography.

Authors:  Janne J Näppi; Daniele Regge; Hiroyuki Yoshida
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2015-03-01

6.  Matching 3-D prone and supine CT colonography scans using graphs.

Authors:  Shijun Wang; Nicholas Petrick; Robert L Van Uitert; Senthil Periaswamy; Zhuoshi Wei; Ronald M Summers
Journal:  IEEE Trans Inf Technol Biomed       Date:  2012-04-27

7.  Seeing is believing: video classification for computed tomographic colonography using multiple-instance learning.

Authors:  Shijun Wang; Matthew T McKenna; Tan B Nguyen; Joseph E Burns; Nicholas Petrick; Berkman Sahiner; Ronald M Summers
Journal:  IEEE Trans Med Imaging       Date:  2012-05       Impact factor: 10.048

8.  Volumetric detection of colorectal lesions for noncathartic dual-energy computed tomographic colonography.

Authors:  Janne J Näppi; Se Hyung Kim; Hiroyuki Yoshida
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2012
  8 in total

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