Classification of mammograms by the breast composition

Proceedings of the 2012 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2012

Volumn 1, Issue , 2012, Pages 58-63

  Silva, W R ^a   Menotti, D ^a  

^a FEDERAL UNIVERSITY OF OURO PRETO   (Brazil)

Author keywords

Breast cancer; Breast density; CAD; Mammography; Texture features

Indexed keywords

10-FOLD CROSS-VALIDATION; BREAST CANCER; BREAST DENSITY; BREAST TISSUES; COMPUTER-AIDED DIAGNOSIS SYSTEM; EARLY DIAGNOSIS; HIGH DENSITY; HIGH RATE; TEXTURE DESCRIPTORS; TEXTURE FEATURES;

COMPUTER AIDED DESIGN; COMPUTER AIDED DIAGNOSIS; COMPUTER VISION; DISEASES; TISSUE; X RAY SCREENS;

MAMMOGRAPHY;

EID: 84873286768     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. T. Subashini, V. Ramalingam, and S. Palanivel, "Automated assessment of breast tissue density in digital mammograms," Computer Vision and Image Understanding, vol. 114, no. 1, pp. 33-43, 2010.
2. J. E. E. D. Oliveira, A. M. C. Machado, G. C. Chavez, A. P. B. Lopes, T. M. Deserno, and A. de A. Araújo, "Mammosys: A content-based image retrieval system using breast density patterns," Computer Methods and Programs in Biomedicine, vol. 99, no. 03, pp. 289-297, 2010.
3. N. F Boyd, H. Guo, L. J Martin, L. Sun, J. Stone, E. Fishell, R. A Jong, G. Hislop, A. Chiarelli, S. Minkin, and M. J Yaffe, "Mammographic density and the risk and detection of breast cancer," The New England Journal of Medicine, vol. 356, no. 3, pp. 227-236, 2007.
4. A. Oliver, X. Lladó, E. Pérez, J. Pont, E. R. E. Denton, J. Freixenet, and J. Martí, "A statistical approach for breast density segmentation," Journal of Digital Imaging, vol. 23, no. 5, pp. 527-537, 2010.
5. S. K. Kinoshita, P. M. de Azevedo-Marques, R. R. Pereira, J. A. H. Rodrigues, and R. M. Rangayyan, "Content-based retrieval of mammograms using visual features related to breast density patterns," Journal of Digital Imaging, vol. 20, no. 2, pp. 172-190, 2007.
6. H. S. Sheshadri and A. Kandaswamy, "Experimental investigation on breast tissue classification based on statistical feature extraction of mammograms," Computerized Medical Imaging and Graphics, vol. 31, no. 1, pp. 46-48, 2007.
7. J. Suckling, "The mammographic image analysis society digital mammogram database exerpta medica," International Congress Series, no. 1069, pp. 375-378, 1994.
8. R. C. Gonzalez and R. E. Woods, Digital Image Processing, 3rd ed. Prentice Hall, 2008.
9. J. Yang, D. Zhang, A. F. Frangi, and J. yu Yang, "Two-dimensional pea: A new approach to appearance-based face representation and recognition," IEEE Transactions on Pattern Analysis Machine and Intelligence, vol. 26, no. 1, pp. 131-137, 2004.
10. C. Cortes and V. Vapnik, "Support-vector networks," Machine Learning, vol. 20, pp. 273-297, 1995.
11. S. Theodoridis and K. Koutrambas, Pattern Recognition, 4th ed. Academic Press, 2009.
12. C.-C. Chang and C.-J. Lin, "Libsvm: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, pp. 1-27, 2011.