Change of region conspicuity in bilateral mammograms: Potential impact on cad performance

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 4684 II, Issue , 2002, Pages 742-748

  Zheng, Bin ^a   Wang, Xiao Hui ^a   Chang, Yuan Hsiang ^a   Hardesty, Lara A ^a   Ganott, Marie A ^a   Good, Walter F ^a   Gur, David ^a  

^a UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

Computer assisted detection; Image registration; Mass detection; Region conspicuity

Indexed keywords

ALGORITHMS; COMPUTER AIDED DIAGNOSIS; IMAGE ANALYSIS; TUMORS;

REGION CONSPICUITY;

MAMMOGRAPHY;

EID: 0036035222     PISSN: 0277786X     EISSN: None     Source Type: Journal    
DOI: 10.1117/12.467217     Document Type: Article

References (35)

1. A.B. Miller, "Mammography: reviewing the evidence-epidemiology aspects," Can Fam Physician 39, 85-90 (1993).
2. R.A. Smith, "Breast cancer screening among women younger than age 50: A current assessment of the issues," CA Cancer J Clin 50, 312-336 (2000).
3. S.A. Feig, C.J. D'Orsi, R.E. Hendrick, "American College of Radiology guidelines for breast cancer screening," AJR 171, 29-33 (1998).
4. R.E. Bird, T.W. Wallace, B.C. Yankaskas, "Analysis of cancers missed at screening mammography," Radiology 184, 613-617 (1992).
5. E.L. Thurfjell, K.A. Lernevall, A.S. Taube, "Benefit of independent double reading in a population-based mammography screening program," Radiology 191, 241-244 (1994).
6. I. Leichter, S. Fields, R. Nirel, "Improved mammographic interpretation of masses using computer-aided diagnosis," Eur Radiol 10, 377-383 (2000).
7. L.J. Burhenne, S.A. Wood, C.J. D'Orsi, S.A. Feig, D.B. Kopans, K.F. O'Shaughnessy, E.A. Sickles, L. Tabar, C.J. Vyborny, R.A. Castellino, "Potential contribution of computer-aided detection to the sensitivity of screening mammography," Radiology 215, 554-562 (2000).
8. T.W. Freer, M.J. Ulissey, "Screening mammography with computer-aided detection: Prospective study of 12,860 patients in a community breast center," Radiology 220, 781-786 (2001).
9. R.L. Birdwell, D.M. Ikeda, K.F. O'Shaughnessy, E.A. Sickles, "Mammographic characteristics of 115 missed cancers later detected with screening mammography and the potential utility of computer-aided detection," Radiology 219, 192-202 (2001).
10. B. Zheng, M.A. Ganott, C.A. Britton, C.M. Hakim, L.A. Hardesty, T.S. Chang, D. Gur, "Soft-copy mammographic readings under different computer-assisted detection cueing environments: Preliminary findings," Radiology 221, 633-640 (2001).
11. A. Malich, T. Azhari, T. Bohm, M. Fleck, W.A. Kaiser, "Reproducibility - an important factor determining the quality of computer aided detection (CAD) systems," Euro Radiology 36, 170-174 (2000).
12. K. Moberg, N. Bjurstam, B. Wilczek, L. Rostgard, E. Egge, C. Muren, "Computed assisted detection of interval breast cancers," Euro Radiology 39, 104-110 (2001).
13. L. Li, W. Qian, L.P. Clarke, "Computer-assisted diagnosis method for mass detection with multiorientation and multiresolution wavelet transforms," Acad Radiol 4; 724-731 (1997).
14. R. Rymon, B. Zheng, Y.H. Chang, D. Gur, "Incorporation of a set enumeration tree-based classifier into a hybrid computer-assisted diagnosis scheme for mass detection," Acad Radiol 5, 181-187 (1998).
15. X.H. Wang, B. Zheng, W.F. Good, J.L. King, Y.H. Chang, "Computer-assisted diagnosis of breast cancer using a data-driven Bayesian belief network," International J Med Informatics 54,115-126 (1999).
16. M.A. Anastasio, H. Yoshida, R.M. Nishikawa, "A genetic algorithm-based method for optimizing the performance of a computer-aided diagnosis scheme for detection of clustered microcalcifications in mammograms," Med Phys 25,1613-1620 (1998).
17. B. Zheng, Y.H. Chang, X.H. Wang, W.F. Good, D. Gur, "Feature selection for computerized mass detection in digitized mammograms by using a genetic algorithm," Acad Radiol 6, 327-332 (1999).
18. M.N. Gurcan, B. Sahiner B., Chan H.P., L. Hadjiiski, N. Petrick, "Selection of an optimal network architecture for computer-aided detection of microcalcifications - comparison of automated optimization techniques," Med Phys 28, 1937-1948 (2001).
19. W. Qian, L. Li, L. Clarke, R.A. Clark, J. Thomas, "Digital mammography: comparison of adaptive and nonadaptive CAD schemes for mass detection," Acad Radiol 6, 471-480 (1999).
20. B. Zheng, Y.H. Chang, W.F. Good, D. Gur, "Performance gain in computer-assisted detection schemes by averaging scores generated from artificial neural networks with adaptive filtering," Med Phys 28, 2302-2308 (2001).
21. L. Li, Y. Zheng, L. Zhang, R.A. Clark, "False-positive reduction in CAD mass detection using a competitive classification strategy," Med Phys 28, 250-258 (2001).
22. M.P. Callaway, C.R. Boggis, S.A. Astley, "Influence of previous films on screening mammographic interpretation and detection of breast carcinoma," Clin Radiol 52, 527-529 (1997).
23. Y.H. Chang, W.F. Good, J.H. Sumkin, B. Zheng, D. Gur, "Computerized localization of breast lesions from two views: An experimental comparison of two method," Invest Radiol 34, 585-588 (1999).
24. W.F. Good, B. Zheng, Y.H. Chang, X.H. Wang, G.S. Maitz, D. Gur, "Multi-image CAD employing features derived from ipsilateral mammographic views," Proc SPIE on Image Processing 3361, 474-485 (1999).
25. L. Hadjiiski, H.P. Chan, B. Sahiner, N. Petrick, M.A. Helvie, "Automated registration of breast lesions in temporal pairs of mammograms for interval change analysis - local affine transformation for improved localization," Med Phys 28, 1070-1079 (2001).
26. H.L. Kundel, and G. Revesz, "Lesion conspicuity, structure noise, and film reader error," Am. J. Roentgen. 126, 1233-1238 (1977).
27. B. Zheng, Y.H. Chang, D. Gur, "Computerized detection of masses in digitized mammograms using single-image segmentation and a multilayer topographic feature analysis," Acad Radiol 2, 959-966 (1995).
28. B. Zheng, Y.H. Chang, W.F. Good, D. Gur, "Adequacy testing of training set sample sizes in the development of a computer-assisted diagnosis scheme," Acad Radiol 4, 497-502 (1997).
29. J.J. Heine, S.R. Deans, R.P. Velthuizen, L.P. Clarke, "On the statistical natural of mammograms," Meal Phys 26, 2254-2265 (1999).
30. R. Chandrasekhar, Y. Attikiouzel, "A simple method for automatically locating the nipple on mammograms," IEEE Trans on Meal Imaging 16, 483-494 (1997).
31. A.J. Mendez, P.G. Tahoces, M.J. Lado, M. Souto, J.L. Correa, J.J. Vidal, "Automatic detection of breast border and nipple in digital mammograms," Comput Methods Programs Biomed 49, 253-262 (1996).
32. th International Symposium and Exhibition, Paris, France, June 23-26 (1999).
33. W.F. Good, B. Zheng, Y.H. Chang, X.H. Wang, G.S. Maitz, "Procrustean Image deformation for bilateral subtraction of mammograms," Proc SPIE on Image Processing 3661,1526-1573 (1999).
34. C.E. Metz, B.A. Herman, J.H. Shen, "Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data," Stat. Med. 17, 1033-1053 (1998).
35. M.Y. Sallam, K.W. Bowyer, "Registration and difference analysis of corresponding mammogram images," Med Image Anal 3, 103-118 (1999).