Segmentation of breast tumors in mammograms using fuzzy sets

Journal of Electronic Imaging - Tập 12 Số 3 - Trang 369 - 2003
Rangaraj M. Rangayyan1
1Univ. of Calgary (Canada)

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Shen, 1993, Int. J. Pattern Recognit. Artif. Intell., 7, 1403, 10.1142/S0218001493000686

N. Karssemeijer, “Detection of stellate distortions in mammograms using scale-space operators,” inInformation Processing in Medical Imaging, Y. Bizais, C. Barillot, and E. Di Paola, Eds., pp. 335–346, Kluwer Academic Publishers, the Netherlands (1995).

A. Laine, W. Huda, D. Chen, and J. Harris, “Segmentation of masses using continous scale representations,” inProc. 3rd Int. Workshop on Digital Mammography, K. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt, Eds., pp. 447–450, Elsevier Science, Amsterdam (1996).

L. Miller and N. Ramsey, “The detection of malignant masses by non-linear multiscale analysis,” inProc. 3rd Int. Workshop on Digital Mammography, K. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt, Eds., pp. 335–340, Elsevier Science, Amsterdam (1996).

M. Zhang, M. L. Giger, C. J. Vyborny, and K. Doi, “Mammographic texture analysis for the detection of spiculated lesions,” inProc. 3rd Int. Workshop on Digital Mammography, K. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt, Eds., pp. 347–350, Elsevier Science, Amsterdam (1996).

T. Matsubara, H. Fujita, T. Endo, K. Horita, M. Ikeda, C. Kido, and T. Ishigaki, “Development of mass detection algorithm based on adaptive thresholding technique in digital mammograms,” inProc. 3rd Int. Workshop on Digital Mammography, K. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt, Eds., pp. 391–396, Elsevier Science, Amsterdam (1996).

Kupinski, 1998, IEEE Trans. Med. Imaging, 17, 510, 10.1109/42.730396

Rangayyan, 1997, IEEE Trans. Med. Imaging, 16, 799, 10.1109/42.650876

Rangayyan, 2000, Med. Biol. Eng. Comput., 38, 487, 10.1007/BF02345742

Mudigonda, 2000, IEEE Trans. Med. Imaging, 19, 1032, 10.1109/42.887618

Mudigonda, 2001, IEEE Trans. Med. Imaging, 20, 1215, 10.1109/42.974917

Nikhil, 1993, Pattern Recogn., 26, 1277, 10.1016/0031-3203(93)90135-J

Cannon, 1986, IEEE Trans. Pattern Anal. Mach. Intell., PAMI-8, 248, 10.1109/TPAMI.1986.4767778

Clark, 1994, IEEE Eng. Med. Biol. Mag., 13, 730, 10.1109/51.334636

Chen, 1997, Graph. Models Image Process., 59, 349, 10.1006/gmip.1997.0443

M. Sameti and R. K. Ward, “A fuzzy segmentation algorithm for mammogram partitioning,” inProc. 3rd Int. Workshop on Digital Mammography, K. Doi, M. L. Giger, R. M. Nishikawa, and R. A. Schmidt, Eds., pp. 471–474, Elsevier Science, Amsterdam (1996).

D. Guliato, R. M. Rangayyan, J. A. Zuffo, and J. E. L. Desautels, “Detection of breast tumor boundaries using iso-intensity contours and dynamic thresholding,” inProc. 4th Int. Workshop on Digital Mammography, N. Karssemeijer, M. Thijssen, J. Mendris, and L. van Erning, Eds., pp. 253–260, Kluwer Academic, Dordrecht (1998).

D. Guliato, R. M. Rangayyan, W. A. Carnielli, J. A. Zuffo, and J. E. L. Desautels, “Segmentation of breast tumors in mammograms by fuzzy region growing,” inProc. 20th Annu. Int. Conf. of the IEEE Engineering in Medicine and Biology Society, pp. II:1002–1004 (and four pages in CD-ROM) (1998).

Zadeh, 1965, Inf. Control., 8, 338, 10.1016/S0019-9958(65)90241-X

G. J. Klir and B. Yuon, “Fuzzy Sets and Fuzzy Logic,” Prentice Hall, Englewood Cliffs, NJ (1995).

R. C. Gonzalez and R. E. Woods,Digital Image Processing, 2nd ed., Addison-Wesley, Reading, MA (1992).

Cabral, 1993, Proc. SPIE, 1898, 171, 10.1117/12.154501

Chang, 1994, IEEE Trans. Image Process., 3, 868, 10.1109/83.336259

Haralick, 1985, Comput. Graph. Image Process., 29, 100, 10.1016/S0734-189X(85)90153-7

Guliato, 1999, Proc. SPIE, 3661, 1075, 10.1117/12.348502

D. Guliato, R. M. Rangayyan, W. A. Carnielli, J. A. Zuffo, and J. E. L. Desautels, “Fuzzy fusion operators to combine results of complementary medical image segmentation techniques,” J. Electron. Imaging12, 379–389.

D. Guliato, R. M. Rangayyan, F. Adorno, and M. M. G. Ribeiro, “Analysis and classification of breast masses by fuzzy-set-based image processing,” inProc. 6th Int. Workshop on Digital Mammography, Bremen, Germany, H. O. Peitgen, Ed., pp. 195–197, Springer, Berlin.

Menut, 1997, Int. J. Shape Mod., 3, 155, 10.1142/S0218654397000124