MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE

Volume: 9 Number: 1 February 14, 2012
  • Pelin Gorgel
  • Ahmet Sertbaş
  • Niyazi Kılıc
  • Osman N. Ucan
  • Onur Osman
EN

MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE

Abstract

MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE

Keywords

References

  1. [1] B. Sahiner, H.P. Chan, “Classification of mass and normal breast tissue: a convolution neural network classifier with spatial domain and texture images”, IEEE T. Med Imaging, 15:598- 610, 1996.
  2. [2] C.C. Boring, T.S. Squires, “Cancer statistics”, CA-A Cancer J Clin, 44:7-26, 1994.
  3. [3] H.C. Zuckerman, “The role of mammograph in the diagnosis of breast cancer, in Breast Cancer, Diagnosis and Treatment”, I. M. Ariel and J. B. Cleary. Eds. McGraw-Hill, New York, 1987.
  4. [4] H.P. Chan, K. Doi, “Improvement in radiologists’ detection of clustered microcalcifications on mammograms: the potential of computer-aided diagnosis”, Invest Radiol, 25:1102-1110,1990.
  5. [5] Wang T C, Karayiannis N B, “Detection of microcalcifications in digital mammograms using wavelets” IEEE T Med Imaging, 17:498- 509, 1989.
  6. [6] Bruce L M, Adhami R R, “Classifying mammographic mass shapes using the wavelet transform modulus-maxima method”, IEEE T Med Imaging 18:1170-1177, 1999.
  7. [7] S.G. Mallat, “A theory of multiresolution signal decomposition: the wavelet representation”, IEEE T. Pattern Anal, 1980, 11:674– 693.
  8. [8] R.N. Bracewell, “The Fourier Transform and its Applications”, McGraw-Hill, New York, 1999.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Pelin Gorgel This is me

Ahmet Sertbaş This is me

Niyazi Kılıc This is me

Osman N. Ucan This is me

Onur Osman This is me

Publication Date

February 14, 2012

Submission Date

February 14, 2012

Acceptance Date

-

Published in Issue

Year 2009 Volume: 9 Number: 1

APA
Gorgel, P., Sertbaş, A., Kılıc, N., Ucan, O. N., & Osman, O. (2012). MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE. IU-Journal of Electrical & Electronics Engineering, 9(1), 867-875. https://izlik.org/JA87BX37ND
AMA
1.Gorgel P, Sertbaş A, Kılıc N, Ucan ON, Osman O. MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE. IU-Journal of Electrical & Electronics Engineering. 2012;9(1):867-875. https://izlik.org/JA87BX37ND
Chicago
Gorgel, Pelin, Ahmet Sertbaş, Niyazi Kılıc, Osman N. Ucan, and Onur Osman. 2012. “MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE”. IU-Journal of Electrical & Electronics Engineering 9 (1): 867-75. https://izlik.org/JA87BX37ND.
EndNote
Gorgel P, Sertbaş A, Kılıc N, Ucan ON, Osman O (February 1, 2012) MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE. IU-Journal of Electrical & Electronics Engineering 9 1 867–875.
IEEE
[1]P. Gorgel, A. Sertbaş, N. Kılıc, O. N. Ucan, and O. Osman, “MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE”, IU-Journal of Electrical & Electronics Engineering, vol. 9, no. 1, pp. 867–875, Feb. 2012, [Online]. Available: https://izlik.org/JA87BX37ND
ISNAD
Gorgel, Pelin - Sertbaş, Ahmet - Kılıc, Niyazi - Ucan, Osman N. - Osman, Onur. “MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE”. IU-Journal of Electrical & Electronics Engineering 9/1 (February 1, 2012): 867-875. https://izlik.org/JA87BX37ND.
JAMA
1.Gorgel P, Sertbaş A, Kılıc N, Ucan ON, Osman O. MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE. IU-Journal of Electrical & Electronics Engineering. 2012;9:867–875.
MLA
Gorgel, Pelin, et al. “MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE”. IU-Journal of Electrical & Electronics Engineering, vol. 9, no. 1, Feb. 2012, pp. 867-75, https://izlik.org/JA87BX37ND.
Vancouver
1.Pelin Gorgel, Ahmet Sertbaş, Niyazi Kılıc, Osman N. Ucan, Onur Osman. MAMMOGRAPHIC MASS CLASSIFICATION USING WAVELET BASED SUPPORT VECTOR MACHINE. IU-Journal of Electrical & Electronics Engineering [Internet]. 2012 Feb. 1;9(1):867-75. Available from: https://izlik.org/JA87BX37ND