Literature DB >> 17429646

Computer-aided detection in CT colonography: initial clinical experience using a prototype system.

A Graser1, F T Kolligs, T Mang, C Schaefer, S Geisbüsch, M F Reiser, C R Becker.   

Abstract

Computer-aided detection (CAD) algorithms help to detect colonic polyps at CT colonography (CTC). The purpose of this study was to evaluate the accuracy of CAD versus an expert reader in CTC. One hundred forty individuals (67 men, 73 women; mean age, 59 years) underwent screening 64-MDCT colonography after full cathartic bowel cleansing without fecal tagging. One expert reader interpreted supine and prone scans using a 3D workstation with integrated CAD used as "second reader." The system's sensitivity for the detection of polyps, the number of false-positive findings, and its running time were evaluated. Polyps were classified as small (< or =5 mm), medium (6-9 mm), and large (> or =10 mm). A total of 118 polyps (small, 85; medium, 19; large, 14) were found in 56 patients. CAD detected 72 polyps (61%) with an average of 2.2 false-positives. Sensitivity was 51% (43/85) for small, 90% (17/19) for medium, and 86% (12/14) for large polyps. For all polyps, per-patient sensitivity was 89% (50/56) for the radiologist and 73% (41/56) for CAD. For large and medium polyps, per-patient sensitivity was 100% for the radiologist, and 96% for CAD. In conclusion, CAD shows high sensitivity in the detection of clinically significant polyps with acceptable false-positive rates.

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Year:  2007        PMID: 17429646     DOI: 10.1007/s00330-007-0579-0

Source DB:  PubMed          Journal:  Eur Radiol        ISSN: 0938-7994            Impact factor:   5.315


  21 in total

1.  A statistical 3-D pattern processing method for computer-aided detection of polyps in CT colonography.

Authors:  S B Göktürk; C Tomasi; B Acar; C F Beaulieu; D S Paik; R B Jeffrey; J Yee; S Napel
Journal:  IEEE Trans Med Imaging       Date:  2001-12       Impact factor: 10.048

2.  Automated polyp detection at CT colonography: feasibility assessment in a human population.

Authors:  R M Summers; C D Johnson; L M Pusanik; J D Malley; A M Youssef; J E Reed
Journal:  Radiology       Date:  2001-04       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

Review 4.  CAD techniques, challenges, and controversies in computed tomographic colonography.

Authors:  H Yoshida; A H Dachman
Journal:  Abdom Imaging       Date:  2005 Jan-Feb

5.  Venous malformations mimicking multiple mucosal polyps on screening CT colonography.

Authors:  Andrew D Lee; Perry J Pickhardt; Deepak V Gopal; Andrew J Taylor
Journal:  AJR Am J Roentgenol       Date:  2006-04       Impact factor: 3.959

6.  Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population.

Authors:  Ronald M Summers; Jianhua Yao; Perry J Pickhardt; Marek Franaszek; Ingmar Bitter; Daniel Brickman; Vamsi Krishna; J Richard Choi
Journal:  Gastroenterology       Date:  2005-12       Impact factor: 22.682

7.  Colonic polyps: complementary role of computer-aided detection in CT colonography.

Authors:  Ronald M Summers; Anna K Jerebko; Marek Franaszek; James D Malley; C Daniel Johnson
Journal:  Radiology       Date:  2002-11       Impact factor: 11.105

8.  Analysis of air contrast barium enema, computed tomographic colonography, and colonoscopy: prospective comparison.

Authors:  D C Rockey; E Paulson; D Niedzwiecki; W Davis; H B Bosworth; L Sanders; J Yee; J Henderson; P Hatten; S Burdick; A Sanyal; D T Rubin; M Sterling; G Akerkar; M S Bhutani; K Binmoeller; J Garvie; E J Bini; K McQuaid; W L Foster; W M Thompson; A Dachman; R Halvorsen
Journal:  Lancet       Date:  2005 Jan 22-28       Impact factor: 79.321

9.  Computer-aided diagnosis in virtual colonography via combination of surface normal and sphere fitting methods.

Authors:  Gabriel Kiss; Johan Van Cleynenbreugel; Maarten Thomeer; Paul Suetens; Guy Marchal
Journal:  Eur Radiol       Date:  2001-07-12       Impact factor: 5.315

10.  Computed tomographic colonography (virtual colonoscopy): a multicenter comparison with standard colonoscopy for detection of colorectal neoplasia.

Authors:  Peter B Cotton; Valerie L Durkalski; Benoit C Pineau; Yuko Y Palesch; Patrick D Mauldin; Brenda Hoffman; David J Vining; William C Small; John Affronti; Douglas Rex; Kenyon K Kopecky; Susan Ackerman; J Steven Burdick; Cecelia Brewington; Mary A Turner; Alvin Zfass; Andrew R Wright; Revathy B Iyer; Patrick Lynch; Michael V Sivak; Harold Butler
Journal:  JAMA       Date:  2004-04-14       Impact factor: 56.272

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  6 in total

1.  Computed Tomographic (CT) Colonography for Colorectal Cancer Screening: An Evidence-Based Analysis.

Authors: 
Journal:  Ont Health Technol Assess Ser       Date:  2009-09-01

2.  Screening methods for early detection of colorectal cancers and polyps: summary of evidence-based analyses.

Authors: 
Journal:  Ont Health Technol Assess Ser       Date:  2009-09-01

3.  Effect of computer-aided detection for CT colonography in a multireader, multicase trial.

Authors:  Abraham H Dachman; Nancy A Obuchowski; Jeffrey W Hoffmeister; J Louis Hinshaw; Michael I Frew; Thomas C Winter; Robert L Van Uitert; Senthil Periaswamy; Ronald M Summers; Bruce J Hillman
Journal:  Radiology       Date:  2010-07-27       Impact factor: 11.105

4.  CT colonography: effect of computer-aided detection of colonic polyps as a second and concurrent reader for general radiologists with moderate experience in CT colonography.

Authors:  Thomas Mang; Luca Bogoni; Vikram X Anand; Dass Chandra; Andrew J Curtin; Anna S Lev-Toaff; Gerardo Hermosillo; Ralph Noah; Vikas Raykar; Marcos Salganicoff; Robert Shaw; Susan Summerton; Rafel F R Tappouni; Helmut Ringel; Michael Weber; Matthias Wolf; Nancy A Obuchowski
Journal:  Eur Radiol       Date:  2014-05-10       Impact factor: 5.315

5.  Computer-aided detection in computed tomography colonography: current status and problems with detection of early colorectal cancer.

Authors:  Tsuyoshi Morimoto; Gen Iinuma; Junji Shiraishi; Yasuaki Arai; Noriyuki Moriyama; Gareth Beddoe; Yasuo Nakijima
Journal:  Radiat Med       Date:  2008-07-27

Review 6.  Colonography by CT, MRI and PET/CT combined with conventional colonoscopy in colorectal cancer screening and staging.

Authors:  Long Sun; Hua Wu; Yong-Song Guan
Journal:  World J Gastroenterol       Date:  2008-02-14       Impact factor: 5.742

  6 in total

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