Comparison of mammographic parenchymal patterns of normal subjects and breast cancer patients

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6915, Issue , 2008, Pages

  Wu, Yi Ta ^a   Sahiner, Berkman ^a   Chan, Heang Ping ^a   Wei, Jun ^a   Hadjiiski, Lubomir M ^a   Helvie, Mark A ^a   Zhang, Yiheng ^a   Shi, Jiazheng ^a   Zhou, Chuan ^a   Ge, Jun ^a   Cui, Jing ^a  

^a UNIVERSITY OF MICHIGAN MEDICAL SCHOOL   (United States)

Author keywords

Computer aided detection (CAD); Contralateral mammogram; Mammographic parenchymal patterns; Risk assessment; Texture analysis

Indexed keywords

CONTRALATERAL MAMMOGRAM; MAMMOGRAPHIC PARENCHYMAL PATTERNS; TEXTURE ANALYSIS;

COMPUTER AIDED DIAGNOSIS; DATA STRUCTURES; FEATURE EXTRACTION; PATIENT TREATMENT; RISK ASSESSMENT; STATISTICS; TEXTURES;

MAMMOGRAPHY;

EID: 44349089626     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.771278     Document Type: Conference Paper

References (22)

1. "American cancer society, www.Cancer.Org 2004, "Statistics for 2004"," American Cancer Society (2004).
2. Smart, C. R., Hendrick, R. E., Rutledge, J. H. and Smith, R. A., "Benefit of mammography screening in women ages 40 to 49 years: Current evidence from randomized controlled trials," Cancer 75, 1619-1626 (1995).
3. Feig, S. A., D'orsi, C. J., Hendrick, R. E., Jackson, V. P., Kopans, D. B., Monsees, B., Sickles, E. A., Stelling, C. B., Zinninger, M. and Wilcox-Buchalla, P., "American college of radiology guidelines for breast cancer screening," American Journal of Roentgenology 171, 29-33 (1998).
4. Cady, B. and Michaelson, J. S., "The life-sparing potential of mammographic screening," Cancer 91, 1699-1703 (2001).
5. Tabar, L., Fagerberg, C., Gad, A., Baldetorp, L., Holmberg, L., Grontoft, O., Ljungquist, U., Lundstrom, B., Manson, J., Eklund, G. and Al, E., "Reduction in mortality from breast cancer after mass screening with mammography," Lancet 1, 829-832 (1985).
6. Zuckerman, H. C., "The role of mammography in the diagnosis of breast cancer," Breast cancer, diagnosis and treatment, I. M. Ariel and J. B. Cleary, Eds., 152-172, McGraw-Hill (1987).
7. Chan, H. P., Doi, K., Vyborny, C. J., Schmidt, R. A., Metz, C. E., Lam, K. L., Ogura, T., Wu, Y. and Macmahon, H., "Improvement in radiologists' detection of clustered microcalcifications on mammograms. The potential of computer-aided diagnosis," Investigative Radiology 25, 1102-1110 (1990).
8. Warren Burhenne, L. J., Wood, S. A., D'orsi, C. J., Feig, S. A., Kopans, D. B., O'shaughnessy, K. F., Sickles, E. A., Tabar, L., Vyborny, C. J. and Castellino, R. A., "Potential contribution of computer-aided detection to the sensitivity of screening mammography," Radiology 215, 554-562 (2000).
9. Freer, T. W. and Ulissey, M. J., "Screening mammography with computer-aided detection: Prospective study of 12,860 patients in a community breast center," Radiology 220, 781-786 (2001).
10. Brem, R. F., Baum, J. K., Lechner, M., Kaplan, S., Souders, S., Naul, L. G. and Hoffmeister, J., "Improvement in sensitivity of screening mammography with computer-aided detection: A multi-institutional trial," Am J Roentgenology 181, 687-693 (2003).
11. Destounis, S. V., Dinitto, P., Logan-Young, W., Bonaccio, E., Zuley, M. L. and Willison, K. M., "Can computer-aided detection with double reading of screening mammograms help decrease the false-negative rate? Initial experience," Radiology 232, 578-584 (2004).
12. Helvie, M. A., Hadjiiski, L. M., Makariou, E., Chan, H. P., Petrick, N., Sahiner, B., Lo, S. C. B., Freedman, M., Adler, D., Bailey, J., Blane, C., Hoff, D., Hunt, K., Joynt, L., Klein, K., Paramagul, C., Patterson, S. and Roubidoux, M. A., "Sensitivity of noncommercial computer-aided detection system for mammographic breast cancer detection - a pilot clinical trial," Radiology 231, 208-214 (2004).
13. Tahoces, P. G., Correa, J., Soutos, M., Gomez, L. and Vidal, J. J., "Computer-assisted diagnosis: The classification of mammographic breast parenchymal patterns," Physics in Medicine and Biology 40, 103-117 (1995).
14. Byng, J. W., Yaffe, M. J., Lockwood, G. A., Little, L. E., Tritchler, D. L. and Boyd, N. F., "Automated analysis of mammographic densities and breast carcinoma risk," Cancer 80, 66-74 (1997).
15. Li, H., Giger, M. L., Huo, Z., Olopade, O. I., Lan, L., Weber, B. L. and Bonta, I., "Computerized analysis of mammographic parenchymal patterns for assessing breast cancer risk: Effect of roi size and location," Medical Physics 31, 549 (2004).
16. Li, H., Giger, M. L., Olopade, O. I., Margolis, A., Lan, L. and Chinander, M. R., "Computerized texture analysis of mammographic parenchymal patterns of digitized mammograms," Academic Radiology 12, 863-873 (2005).
17. Li, H., Giger, M. L., Olopade, O. I., Margolis, A. and Lan, L., "Fractal analysis of mammographic parenchymal patterns in breast cancer risk assessment," Academic Radiology 14, 513-521 (2007).
18. Wu, Y.-T., Zhou, C., Hadjiiski, L. M., Shi, J., Wei, J., Paramagul, C., Sahiner, B. and Chan, H.-P., "A dynamic multiple thresholding method for automated breast boundary detection in digitized mammograms," Proc. SPIE 6512, 65122U (2007).
19. Galloway, M. M., "Texture classification using gray level run lengths," Computer Graphics and Image Processing 4, 172-179 (1975).
20. Hadjiiski, L. M., Sahiner, B., Chan, H. P., Petrick, N., Helvie, M. A. and Gurcan, M. N., "Analysis of temporal change of mammographic features: Computer-aided classification of malignant and benign breast masses," Medical Physics 28, 2309-2317 (2001).
21. Wei, J., Chan, H.-P., Sahiner, B., Hadjiiski, L. M., Helvie, M. A., Roubidoux, M. A., Zhou, C. and Ge, J., "Dual system approach to computer-aided detection of breast masses on mammograms," Medical Physics 33, 4157-4168 (2006).
22. Metz, C. E., Herman, B. A. and Shen, J. H., "Maximum-likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data," Statistics in Medicine 17, 1033-1053 (1998).