CAD: How it works, how to use it, performance

European Journal of Radiology

Volumn 82, Issue 8, 2013, Pages 1171-1176

  Regge, Daniele ^a   Halligan, Steve ^b  

^a CANDIOLO CANCER INSTITUTE   (Italy)

^b UNIVERSITY COLLEGE HOSPITAL   (United Kingdom)

Author keywords

Colorectal cancer; Computer Aided Diagnosis (CAD); CT colonography (CTC)

Indexed keywords

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; CLINICAL PRACTICE; COLON; COMPUTED TOMOGRAPHIC COLONOGRAPHY; COMPUTER ASSISTED DIAGNOSIS; COMPUTER PROGRAM; INTELLIGENCE; ISOLATION PROCEDURE; KNOWLEDGE; LUNG; MASS SCREENING; PERFORMANCE MEASUREMENT SYSTEM; POLYP; PRIORITY JOURNAL; RADIOLOGIST; READING; SMALL INTESTINE; STOMACH; AUTOMATED PATTERN RECOGNITION; COLORECTAL TUMOR; HUMAN; IMAGE QUALITY; PROCEDURES; RADIOGRAPHY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COLONOGRAPHY, COMPUTED TOMOGRAPHIC; COLORECTAL NEOPLASMS; HUMANS; PATTERN RECOGNITION, AUTOMATED; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 84879497748     PISSN: 0720048X     EISSN: 18727727     Source Type: Journal    
DOI: 10.1016/j.ejrad.2012.04.022     Document Type: Article

References (20)

1. T. Doshi, D. Rusinak, and R.A. Halvorsen CT colonography: false-negative interpretations Radiology 244 1 2007 165 173
2. J. Bidgoli, A. Ahmadian, and S. Akhlaghpor An efficient colon segmentation method for oral contrast-enhanced CT colonography Conf. Proc. IEEE Eng. Med. Biol. Soc., vol. 4 2005 3429 3432
3. T. Mang, L. Bogoni, M. Salganicoff, M. Wolf, V. Raykar, M. Macari, P.J. Pickhardt, F. Iafrate, A. Laghi, M. Weber, M.E. Baker, H. Ringl, C.J. Herold, and A. Graser Computer-aided detection of colorectal polyps in CT colonography with and without fecal tagging: a stand-alone evaluation Investigative Radiology 2011
4. R.M. Summers, J. Yao, and P.J. Pickhardt Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population Gastroenterology 129 6 2005 1832 1844
5. S.A. Taylor, S. Halligan, D. Burling, M.E. Roddie, L. Honeyfield, J. McQuillan, H. Amin, and J. Dehmeshki Computer-assisted reader software versus expert reviewers for polyp detection on CT colonography American Journal of Roentgenology 186 3 2006 696 702
6. E.M. Lawrence, P.J. Pickhardt, D.H. Kim, and J.B. Robbins Colorectal polyps: stand-alone performance of computer-aided detection in a large asymptomatic screening population Radiology 256 3 2010 791 798
7. H. Bornefalk Estimation and comparison of CAD system performance in clinical settings Academic Radiology 12 6 2005 687 694
8. A. Mani, S. Napel, and D.S. Paik Computed tomography colonography: feasibility of computer-aided polyp detection in a "first reader" paradigm Journal of Computer Assisted Tomography 28 3 2004 318 326
9. G. Iussich, L. Correale, and F. Iafrate Computer-aided detection in CT colonography (CTC): which CAD paradigm is best in a screening population? ESGAR 2011 Code SS 10.08
10. C. Robinson, S. Halligan, and G. Iinuma CT colonography: computer-assisted detection of colorectal cancer British Journal of Radiology 84 1001 2011 435 440
11. S. Halligan, D.G. Altman, and S. Mallett Computed tomographic colonography: assessment of radiologist performance with and without computer-aided detection Gastroenterology 131 6 2006 1690 1699
12. M.E. Baker, L. Bogoni, and N.A. Obuchowski Computer-aided detection of colorectal polyps: can it improve sensitivity of less-experienced readers? Preliminary findings Radiology 245 1 2007 140 149
13. S. Halligan, S. Mallett, and D.G. Altman Incremental benefit of computer-aided detection when used as a second and concurrent reader of CT colonographic data: multiobserver study Radiology 258 2 2011 469 476
14. S.A. Taylor, S.C. Charman, P. Lefere, E.G. McFarland, E.K. Paulson, J. Yee, R. Aslam, J.M. Barlow, A. Gupta, D.H. Kim, C.M. Miller, and S. Halligan CT colonography: investigation of the optimum reader paradigm by using computer-aided detection software Radiology 246 2 2008 463 471
15. D. Regge, P. Dellamonica, and L. Correale The CAD-IMPACT study: computer-aided detection as second reader in a prospective multicenter setting RSNA 2009 Code SSE08-04
16. F.J. Gilbert, S.M. Astley, and M.G. Gillan Single reading with computer-aided detection for screening mammography New England Journal of Medicine 359 16 2008 1675 1684
17. S.A. Taylor, D. Burling, and M. Roddie Computer-aided detection for CT colonography: incremental benefit of observer training British Journal of Radiology 81 963 2008 180 186
18. S.A. Taylor, J. Brittenden, and J. Lenton Influence of computer-aided detection false-positives on reader performance and diagnostic confidence for CT colonography American Journal of Roentgenology 192 6 2009 1682 1689
19. S.A. Taylor, R. Greenhalgh, and R. Ilangovan CT colonography and computer-aided detection: effect of false-positive results on reader specificity and reading efficiency in a low-prevalence screening population Radiology 247 1 2008 133 140
20. S.A. Taylor, C. Robinson, and D. Boone Polyp characteristics correctly annotated by computer-aided detection software but ignored by reporting radiologists during CT colonography Radiology 253 3 2009 715 723