Understanding CAD in mammography;Comprendre et utiliser le CAD (aide informatisée au diagnostic) en mammographie

Journal de Radiologie

Volumn 86, Issue 1, 2005, Pages 29-35

  Balleyguier, C ^a   Boyer, B ^b   Athanasiou, A ^a   Vanel, D ^a   Sigal, R ^a  

^a INSTITUT GUSTAVE ROUSSY   (France)

^b HÔPITAL D'INSTRUCTION DES ARMÉES ROBERT PICQUÉ   (France)

Author keywords

Breast cancer; Breast screening programs; CAD; Double reading; Mammography; Neural networks

Indexed keywords

BREAST CANCER; CANCER SCREENING; COMPUTER AIDED DETECTION; COMPUTER ASSISTED DIAGNOSIS; COMPUTER PROGRAM; DIAGNOSTIC VALUE; IMAGE ANALYSIS; MAMMOGRAPHY; REVIEW; TECHNIQUE; VALIDATION PROCESS;

EID: 14744277152     PISSN: 02210363     EISSN: None     Source Type: Journal    
DOI: 10.1016/s0221-0363(05)81319-8     Document Type: Review

References (56)

1. Remontet L, Esteve J, Bouvier AM, et al. Cancer incidence and mortality in France over the period 1978-2000. Rev Epidemiol Sante Publique 2003;51:3-30.
2. Beam CA, Sullivan DC, Layde PM. Effect of human variability on independent double reading in screening mammography. Acad Radiol 1996;3:891-97.
3. Vyborny CJ, Giger ML, Nishikawa RM. Computer-aided detection and diagnosis of breast cancer. Radiol Clin North Am 2000;38:725-40.
4. Bird RE, Wallace TW, Yankaskas BC. Analysis of cancers missed at screening mammography. Radiology 1992;184:613-17.
5. Hall FM. Opinions about mammographic double reading. AJR Am J Roentgenol 1997;168:846.
6. Homer MJ. Mammography training in diagnostic radiology residency programs. Radiology 1980;135:529-31.
7. Jackson VP, Bresch JA, Bassett LW, Dershaw DD, Jessop NW. Status of mammography education and knowledge of radiology residents. Radiology 1996;201:773-76.
8. Laming D, Warren R. Improving the detection of cancer in the screening of mammograms. J Med Screen 2000;7:24-30.
9. Pisano ED, McLelland R, Clark RL, Dicke K, Muller K. A formal curriculum in breast imaging for radiology residents. Invest Radiol 1993;28:762-66.
10. Ciatto S, Del Turco MR, Morrone D, et al. Independent double reading of screening mammograms. J Med Screen 1995;2:99-101.
11. Thurfjell EL, Lernevall KA, Taube AA. Benefit of independent double reading in a population-based mammography screening program. Radiology 1994;191:241-44.
12. Bassett LW, Cassady CI, Gold RH. Present status of residency training in mammography. AJR Am J Roentgenol 1991;156:59-62.
13. Nodine CF, Kundel HL, Mello-Thoms C, et al. How experience and training influence mammography expertise. Acad Radiol 1999;6:575-85.
14. Doi K, Giger ML, Nishikawa RM, Schmidt RA. Computer-Aided Diagnosis of Breast Cancer on Mammograms. Breast Cancer 1997;4:228-33.
15. Giger ML, Doi K, MacMahon H, et al. An "intelligent" workstation for computer-aided diagnosis. Radiographics 1993; 13:647-56.
16. Doi K, MacMahon H, Katsuragawa S, Nishikawa RM, Jiang Y. Computer-aided diagnosis in radiology: potential and pitfalls. Eur J Radiol 1999;31:97-109.
17. Feig SA. Breast cancer screening: potential role of computer-aided detection (CAD). Technol Cancer Res Treat 2002;1:127-31.
18. Freer TW, Ulissey MJ. Screening mammography with computer-aided detection: prospective study of 12,860 patients in a community breast center. Radiology 2001;220:781-86.
19. Roehrig J, Castellino RA. The promise of computer aided detection in digital mammography. Eur J Radiol 1999;31:35-9.
20. Boyer B, Troufleau P, Henrot P, Gaucher F, J S. Le CAD en mammographie: un futur à évaluer. Le Sein 2003;13:227-33.
21. Sittek H, Herrmann K, Perlet C, Kunzer I, Kessler M, Reiser M. Computer-assisted evaluation of mammography images. Initial clinical experiences. Radiologe 1997;37:610-16.
22. Baum F, Fischer U, Obenauer S, Grabbe E. Computer-aided detection in direct digital full-field mammography: initial results. Eur Radiol 2002;12:3015-17.
23. Bassett LW. Digital and Computer-Aided Mammography. Breast J 2000; 6:291-93.
24. Giger M, MacMahon H. Image processing and computer-aided diagnosis. Radiol Clin North Am 1996;34:565-96.
25. Yu S, Guan L. A CAD system for the automatic detection of clustered microcalcifications in digitized mammogram films. IEEE Trans Med Imaging 2000;19:115-26.
26. Chan HP, Sahiner B, Helvie MA, et al. Improvement of radiologists' characterization of mammographic masses by using computer-aided diagnosis: an ROC study. Radiology 1999;212:817-27.
27. Leichter I, Fields S, Nirel R, et al. Improved mammographic interpretation of masses using computer-aided diagnosis. Eur Radiol 2000;10:377-83.
28. Horino K. Computer-aided diagnosis in the detection of simulated clustered microcalcifications on mammography. Nippon Igaku Hoshasen Gakkai Zasshi 1998;58:343-48.
29. Gilles R. Lésions infra-cliniques: l'aide informatisée au diagnostic. Une réalité virtuelle? Le Sein 2000;9:259-62.
30. Wu Y, Giger ML, Doi K, Vyborny CJ, Schmidt RA, Metz CE. Artificial neural networks in mammography: application to decision making in the diagnosis of breast cancer. Radiology 1993;187:81-7.
31. Thurfjell E, Thurfjell MG, Egge E, Bjurstam N. Sensitivity and specificity of computer-assisted breast cancer detection in mammography screening. Acta Radiol 1998;39:384-88.
32. Funovics M, Schamp S, Lackner B, Wunderbaldinger P, Lechner G, Wolf G. Computer-assisted diagnosis in mammography: the R2 ImageChecker System in detection of spiculated lesions. Wien Med Wochenschr 1998;148:321-24.
33. Kegelmeyer WP, Jr., Pruneda JM, Bourland PD, Hillis A, Riggs MW, Nipper ML. Computer-aided mammographic screening for spiculated lesions. Radiology 1994;191:331-37.
34. American College of Radiology (ACR). Illustrated Breast Imaging reporting and data system (BIRADS TM). Reston, VA, 1998.
35. Jiang Y, Nishikawa RM, Schmidt RA, Metz CE, Giger ML, Doi K. Improving breast cancer diagnosis with computer-aided diagnosis. Acad Radiol 1999;6:22-33.
36. Taylor CG, Champness J, Reddy M, Taylor P, Potts HW, Given-Wilson R. Reproducibility of prompts in computer-aided detection (CAD) of breast cancer. Clin Radiol 2003;58:733-38.
37. Gavrielides MA, Lo JY, Vargas-Voracek R, Floyd CE, Jr. Segmentation of suspicious clustered microcalcifications in mammograms. Med Phys 2000;27:13-22.
38. Chan HP, Lo S.C., Sahiner B, Lam K.L, Helvie M.A. Computer-aided detection of mammographie calcifications: pattern recognition with an artificial neural network. Med Phys 1996;23:1325-36.
39. Brem RF, Schoonjans JM. Radiologist detection of microcalcifications with and without computer-aided detection: a comparative study. Clin Radiol 2001;56:150-54.
40. Vyborny CJ, Doi T, O'Shaughnessy KF, Romsdahl HM, Schneider AC, Stein AA. Breast cancer: importance of spiculation in computer-aided detection. Radiology 2000;215:703-7.
41. Baker JA, Kornguth PJ, Lo JY, Floyd CE, Jr. Artificial neural network: improving the quality of breast biopsy recommendations. Radiology 1996;198:131-35.
42. Leichter I, Buchbinder S, Bamberger P, Novak B, Fields S, Lederman R. Quantitative characterization of mass lesions on digitized mammograms for computer-assisted diagnosis. Invest Radiol 2000;35:366-72.
43. Malich A, Sauner D, Marx C, et al. Influence of breast lesion size and histologic findings on tumor detection rate of a computer-aided detection system. Radiology 2003;228:851-56.
44. Malich A, Marx C, Facius M, Boehm T, Fleck M, Kaiser WA. Tumour detection rate of a new commercially available computer-aided detection system. Eur Radiol 2001;11:2454-59.
45. Li L, Clark RA, Thomas JA. Computer-aided diagnosis of masses with full-field digital mammography. Acad Radiol 2002;9:4-12.
46. Kuo WJ, Chang RF, Moon WK, Lee CC, Chen DR. Computer-aided diagnosis of breast tumors with different US systems. Acad Radiol 2002;9:793-99.
47. Paquerault S, Petrick N, Chan HP, Sahiner B, Helvie MA. Improvement of computerized mass detection on mammograms: fusion of two-view information. Med Phys 2002;29:238-47.
48. Baker JA, Rosen EL, Lo JY, Gimenez EI, Walsh R, Soo MS. Computer-aided detection (CAD) in screening mammography: sensitivity of commercial CAD systems for detecting architectural distortion. AJR Am J Roentgenol 2003;181:1083-88.
49. Birdwell RL, Ikeda DM, O'Shaughnessy KF, Sickles EA. Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection. Radiology 2001;219:192-202.
50. Ho WT, Lam PW. Clinical performance of computer-assisted detection (CAD system in detecting carcinoma in breasts of different densities. Clin Radiol 2003;58:133-36.
51. Nunes FL, Schiabel H, Benatti RH. Contrast enhancement in dense breast images using the modulation transfer function. Med Phys 2002;29:2925-36.
52. Ikeda DM, Birdwell RL, KF OS, Sickles EA, Brenner RJ. Computer-aided Detection Output on 172 Subtle Findings on Normal Mammograms Previously Obtained in Women with Breast Cancer Detected at Follow-Up Screening Mammography. Radiology 2004;230:811-9
53. Karssemeijer N, Otten JDM, Verbeek ALM, et al. Computer-aided Detection versus Independent Double Reading of Masses on Mammograms. Radiology 2003;227:192-200.
54. Lepori D, De Landtsheer JP, Piguet JC, De Geer G, Schnyder P, Y M. Utilisation d'un système d'aide à la détection par ordinateur dans un programme de dépistage. Analyse rétrospective des mammographies de 49 cancers. Le Sein 2002;12:295-303.
55. Seradour B, Heid P, Pagliuchi C, et al. Apport d'un système d'aide à la détection assistée par ordinateur dans le cadre d'un programme de dépistage. Le Sein 2001;11:13-6.
56. Helvie MA, Hadjiiski L, Makariou E, et al. Sensitivity of Noncommercial Computer-aided Detection System for Mammographic Breast Cancer Detection: Pilot Clinical Trial. Radiology 2004;231:208-14.