Computer-aided polyp detection on CT colonography: Comparison of three systems in a high-risk human population

European Journal of Radiology

Volumn 75, Issue 2, 2010, Pages

  Park, Hee Sun ^a,c   Kim, Se Hyung ^a   Kim, Jong Hyo ^a,b   Lee, June Goo ^b   Kim, Sang Gyun ^a   Lee, Jeong Min ^a   Lee, Jae Young ^a   Han, Joon Koo ^a   Choi, Byung Ihn ^a  

^a Seoul National University Hospital   (South Korea)

^b Seoul National University College of Medicine   (South Korea)

^c Konkuk University Hospital   (South Korea)

Author keywords

Colon; Colonoscopy; Computer aided detection; CT colonography; Polyp

Indexed keywords

ENDOSCOPY; MATRIX ALGEBRA; MULTIDETECTOR COMPUTED TOMOGRAPHY; RISK ASSESSMENT;

COLON; COLONOSCOPY; COMPUTER AIDED DETECTION; CT COLONOGRAPHY; POLYP;

COMPUTER AIDED DIAGNOSIS;

ADULT; AGED; ARTICLE; COLON POLYP; COMPUTED TOMOGRAPHIC COLONOGRAPHY; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC PROCEDURE; FALSE NEGATIVE RESULT; FALSE POSITIVE RESULT; FECES; FEMALE; HIGH RISK POPULATION; HUMAN; ILEOCECAL VALVE; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MALE; MULTIDETECTOR COMPUTED TOMOGRAPHY; PRIORITY JOURNAL; RECTUM; RETROSPECTIVE STUDY; SENSITIVITY AND SPECIFICITY; TUBE;

EID: 77954208384     PISSN: 0720048X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejrad.2010.03.023     Document Type: Article

References (37)

1. Yee J, Akerkar GA, Hung RK, Steinauer-Gebauer AM,Wall SD, McQuaid KR. Colorectal neoplasia: Performance characteristics of CT colonography for detection in 300 patients. Radiology 2001;219:685-92.
2. Hara AK, Johnson CD, Reed JE, et al. Detection of colorectal polyps with CT colography: Initial assessment of sensitivity and specificity. Radiology 1997;205:59-65.
3. Fenlon HM, Nunes DP, Schroy 3rd PC, Barish MA, Clarke PD, Ferrucci JT. A comparison of virtual and conventional colonoscopy for the detection of colorectal polyps. N Engl J Med 1999;341:1496-503.
4. Fletcher JG, Johnson CD, Welch TJ, et al. Optimization of CT colonography technique: Prospective trial in 180 patients. Radiology 2000;216:704-11.
5. Hara AK, Johnson CD, MacCarty RL, Welch TJ, McCollough CH, Harmsen WS. CT colonography: Single- versus multi-detector row imaging. Radiology 2001;219:461-5.
6. Ferrucci JT. Colon cancer screening with virtual colonoscopy: Promise, polyps, politics. Am J Roentgenol 2001;177:975-88.
7. Pickhardt PJ, Choi JR,HwangI, et al. Computed tomographic virtual colonoscopy to screen for colorectal neoplasia in asymptomatic adults. N Engl J Med 2003;349:2191-200.
8. Summers RM, Jerebko AK, Franaszek M, Malley JD, Johnson CD. Colonic polyps: Complementary role of computer-aided detection in CT colonography. Radiology 2002;225:391-9.
9. Summers RM, Johnson CD, Pusanik LM, Malley JD, Youssef AM, Reed JE. Automated polyp detection at CT colonography: Feasibility assessment in a human population. Radiology 2001;219:51-9.
10. Kim SH, Choi BI, Han JK, et al. CT colonography in a Korean population with a high residue diet: Comparison between wet and dry preparations. Clin Radiol 2006;61:483-94.
11. Baker ME, Bogoni L, Obuchowski NA, et al. Computer-aided detection of colorectal polyps: Can it improve sensitivity of less-experienced readers? Preliminary findings. Radiology 2007;245:140-9.
12. Dehmeshki J, Halligan S, Taylor SA, et al. Computer assisted detection software for CT colonography: Effect of sphericity filter on performance characteristics for patients with and without fecal tagging. Eur Radiol 2007;17: 662-8.
13. Fletcher JG, Booya F, Summers RM, et al. Comparative performance of two polyp detection systems on CT colonography. Am J Roentgenol 2007;189:277-82.
14. Bogoni L, Cathier P, Dundar M, et al. Computer-aided detection (CAD) for CT colonography: A tool to address a growing need. Br J Radiol 2005;78:S57-62. Spec No. 1.
15. Mang T, Peloschek P, Plank C, et al. Effect of computer-aided detection as a second reader in multidetector-row CT colonography. Eur Radiol 2007;17:2598-607.
16. Taylor SA, Halligan S, Slater A, et al. Polyp detection with CT colonography: Primary 3D endoluminal analysis versus primary 2D transverse analysis with computer-assisted reader software. Radiology 2006;239:759-67.
17. Taylor SA, Burling D, Roddie M, et al. Computer-aided detection for CT colonography: Incremental benefit of observer training. Br J Radiol 2008;81:180-6.
18. Kim SH, Lee JM, Shin CI, et al. Effects of spatial resolution and tube current on computer-aided detection of polyps on CT colonographic images: Phantom study. Radiology 2008;248:492-503.
19. Kim SH, Lee JM, Lee JG, et al. Computer-aided detection of colonic polyps at CT colonography using a Hessian matrix-based algorithm: Preliminary study. Am J Roentgenol 2007;189:41-51.
20. Kiss G, Van Cleynenbreugel J, Thomeer M, Suetens P, Marchal G. Computeraided diagnosis in virtual colonography via combination of surface normal and sphere fitting methods. Eur Radiol 2002;12:77-81.
21. Summers RM, Beaulieu CF, Pusanik LM, et al. Automated polyp detector for CT colonography: Feasibility study. Radiology 2000;216:284-90.
22. Yoshida H, Masutani Y, MacEneaney P, Rubin DT, Dachman AH. Computerized detection of colonic polyps at CT colonography on the basis of volumetric features: Pilot study. Radiology 2002;222:327-36.
23. Paik DS, Beaulieu CF, Rubin GD, et al. Surface normal overlap: A computeraided detection algorithm with application to colonic polyps and lung nodules in helical CT. IEEE Trans Med Imaging 2004;23:661-75.
24. Lee MW, Kim SH, Park HS, et al. An anthropomorphic phantom study of computer-aided detection performance for polyp detection on CT colonography: A comparison of commercially and academically available systems. Am J Roentgenol 2009;193(2):445-54.
25. Pickhardt PJ, Nugent PA, Choi JR, Schindler WR. Flat colorectal lesions in asymptomatic adults: Implications for screening with CT virtual colonoscopy. Am J Roentgenol 2004;183:1343-7.
26. Kim SH, Lee JM, Eun HW, et al. Two- versus three-dimensional colon evaluation with recently developed virtual dissection software for CT colonography. Radiology 2007;244:852-64.
27. Summers RM, Yao J, Pickhardt PJ, et al. Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population. Gastroenterology 2005;129:1832-44.
28. Mani A, Napel S, Paik DS, et al. Computed tomography colonography: Feasibility of computer-aided polyp detection in a "first reader" paradigm. J Comput Assist Tomogr 2004;28:318-26.
29. Yoshida H, Nappi J, MacEneaney P, Rubin DT, Dachman AH. Computer aided diagnosis scheme for detection of polyps at CT colonography. Radiographics 2002;22:963-79.
30. Tu Z, Zhou X, Comaniciu D, Bogoni L. A learning based approach for 3D segmentation and colon detagging. In: ECCV; 2006. pp. 436-448.
31. Lordanescu G, Summers RM. Reduction of false positives on the rectal tube in computer-aided detection for CT colonography. Med Phys 2004;31:2855-62.
32. O'Connor SD, Summers RM, Yao J, Pickhardt PJ, Choi JR. CT colonography with computer-aided polyp detection: Volume and attenuation thresholds to reduce false-positive findings owing to the ileocecal valve. Radiology 2006;241:426-32.
33. Barbu A, Bogoni L, Comaniciu D. Hierarchical part-based detection of3Dflexible tubes: Application to CT colonoscopy. Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv 2006:462-70.
34. Park SH, Ha HK, Kim AY, et al. Flat polyps of the colon: Detection with 16-MDCT colonography-preliminary results. Am J Roentgenol 2006;186:1611-7.
35. Gluecker TM, Fletcher JG, Welch TJ, et al. Characterization of lesions missed on interpretation of CT colonography using a 2D search method. Am J Roentgenol 2004;182:881-9.
36. Thomeer M, Carbone I, Bosmans H, et al. Stool tagging applied in thin-slice multidetector computed tomography colonography. J Comput Assist Tomogr 2003;27:132-9.
37. Lefere PA, Gryspeerdt SS, Dewyspelaere J, Baekelandt M, Van Holsbeeck BG. Dietary fecal tagging as a cleansing method before CT colonography: Initial results polyp detection and patient acceptance. Radiology 2002;224:393-403.