CAD-associated Reader Error in CT Colonography

Academic Radiology

Volumn 19, Issue 7, 2012, Pages 801-810

  Koshkin, Vadim S ^a   Hinshaw, J Louis ^b   Wroblewski, Kristen ^a   Dachman, Abraham H ^a  

^a UNIVERSITY OF CHICAGO MEDICAL CENTER   (United States)

^b University of Wisconsin Health   (United States)

Author keywords

CAD; Colon polyps; Colorectal cancer screening; Computer aided detection; CT colonography; Virtual colonoscopy

Indexed keywords

ADULT; AGED; ARTICLE; CANCER DIAGNOSIS; COLON POLYP; COMPUTED TOMOGRAPHIC COLONOGRAPHY; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC ERROR; FEMALE; HUMAN; LIPOMA; MAJOR CLINICAL STUDY; MALE; PRIORITY JOURNAL; RETROSPECTIVE STUDY; TUMOR VOLUME;

AGED; COLONIC POLYPS; COLONOGRAPHY, COMPUTED TOMOGRAPHIC; DIAGNOSTIC ERRORS; FALSE NEGATIVE REACTIONS; FEMALE; HUMANS; MALE; MIDDLE AGED; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED;

EID: 84862495535     PISSN: 10766332     EISSN: 18784046     Source Type: Journal    
DOI: 10.1016/j.acra.2012.03.008     Document Type: Article

References (31)

1. Dachman A.H., Kelly K.B., Zintsmaster M.P., et al. Formative evaluation of standardized training for CT colonographic image interpretation by novice readers. Radiology 2008, 249:167-177.
2. Fletcher J.G., Chen M.H., Herman B.A., et al. Can radiologist training and testing ensure high performance in CT colonography? Lessons from the National CT Colonography Trial. AJR Am J Roentgenol 2010, 195:117-125.
3. Pickhardt P.J., Choi J.R., Hwang I., et al. Computed tomographic virtual colonoscopy to screen for colorectal neoplasia in asymptomatic adults. N Engl J Med 2003, 349:2191-2200.
4. Johnson C.D., Harmsen W.S., Wilson L.A., et al. Prospective blinded evaluation of computed tomographic colonography for screen detection of colorectal polyps. Gastroenterology 2003, 125:311-319.
5. Johnson C.D., Chen M.H., Toledano A.Y., et al. Accuracy of CT colonography for detection of large adenomas and cancer N. Engl J Med 2008, 359:1207-1217.
6. Regge D., Laudi C., Galatola G., et al. Diagnostic accuracy of computed tomographic colonography for the detection of advanced neoplasia in individuals at increased risk of colorectal cancer. JAMA 2009, 301:2453-2461.
7. Knudsen A.B., Lansdorp-Vogelaar I., Rutter C.M., et al. Cost-effectiveness of computed tomographic colonography screening for colorectal cancer in the Medicare population. J Natl Cancer Inst 2010, 102:1238-1252.
8. Cotton P.B., Durkalski V.L., Benoit P.C., et al. Computed tomographic colonography (virtual colonoscopy): a multicenter comparison with standard colonoscopy for detection of colorectal neoplasia. JAMA 2004, 291:1713-1719.
9. Rockey D.C., Paulson E., Davis W., et al. Analysis of air contrast barium enema, computed tomographic colonography, and colonoscopy: prospective comparison. Lancet 2005, 365:305-311.
10. Doshi T., Rusinak D., Halvorsen R.A., et al. CT colonography: false-negative interpretations. Radiology 2007, 244:165-173.
11. Park S.H., Kim S.Y., Lee S.S., et al. Sensitivity of CT colonography for nonpolyploid colorectal lesions interpreted by human readers and with computer-aided detection. AJR Am J Roentgenol 2009, 193:1-9.
12. Krupinski E.A. What can the radiologist teach CAD: lessons from CT colonoscopy. Acad Radiol 2009, 16:1-3.
13. 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-S62.
14. Summers R.M., Yao J., Pickhardt P.J., et al. Computed tomographic virtual colonoscopy computer-aided polyp detection in a screening population. Gastroenterology 2005, 129:1832-1844.
15. Yoshida H., Nappi J., MacEneaney P., et al. Computer-aided diagnosis scheme for detection of polyps at CT colonography. Radiographics 2002, 22:963-979.
16. Lawrence E.M., Pickhardt P.J., Kim D.H., et al. Computer-aided detection (CAD) of colorectal polyps: standalone performance in a large asymptomatic screening population. Radiology 2010, 256:791-798.
17. Taylor S.A., Robinson C., Boone D., et al. Polyp characteristics correctly annotated by computer-aided detection software but ignored by reporting radiologists during CT colonography. Radiology 2009, 243:715-723.
18. Taylor S.A., Greenhalgh R., Ilangovan R., et al. CT colonography and computer-aided detection: effect of false-positive results on reader specificity and reading efficiency in a low-prevalence screening population. Radiology 2008, 247:133-140.
19. Taylor S.A., Charman S.C., Lefere P., et al. CT colonography: investigation of the optimum reader paradigm by using computer-aided detection software. Radiology 2008, 246:462-471.
20. Taylor S.A., Brittenden J., Lenton J. Influence of computer-aided detection false-positives on reader performance and diagnostic confidence for CT colonography. AJR Am J Roentgenol 2009, 192:1682-1689.
21. Petrick N., Haider M., Summers R.M., et al. CT colonography with computer-aided detection as a second reader: observer performance study. Radiology 2007, 246:148-156.
22. Dachman A.H., Obuchowski N.A., Hoffmeister J.W., et al. Impact of computer aided detection for CT colonography in a multireader, multicase trial. Radiology 2010, 256:827-835.
23. Zeger S.L., Liang K.Y. Longitudinal data analysis for discrete and continuous outcomes. Biometrics 1986, 42:121-130.
24. Zhang H., Guo W., Liu G., et al. Colonic polyps: application value of computer-aided detection in computed tomographic colonography. Chin Med J 2011, 124:380-384.
25. Fidler J.L., Fletcher J.G., Johnson C.D. Understanding interpretive errors in radiologists learning computed tomography colonography. Acad Radiol 2004, 11:750-756.
26. Summers R.M., Frentz S.M., Liu J., et al. Conspicuity of colorectal polyps at CT colonography. Acad Radiol 2009, 16:4-14.
27. Nappi J.J., Nagata K. Sources of false positives in computer-assisted CT colonography. Abdom Imaging 2011, 36:153-164.
28. Summers R.M., Liu J., Rehani B., et al. CT colonography computer-aided polyp detection: effect on radiologist observers of polyp identification by CAD on both the supine and prone scans. Acad Radiol 2010, 17:948-959.
29. Gluecker T.M., Fletcher J.G., Welch T.J., et al. Assessment of vasculature using combined MRI and MR angiography. AJR Am J Roentgenol 2004, 182:881-889.
30. Robinson C., Halligan S., Iinuma G., et al. CT colonography: computer-assisted detection of colorectal cancer. Br J Radiol 2011, 84:435-440.
31. Pickhardt P.J., Kim D.H., Taylor A.J., et al. Extracolonic tumors of the gastrointestinal tract detected incidentally at screening CT colonography. Dis Colon Rectum 2006, 50:56-63.