New texture shape feature coding-based computer aided diagnostic methods for classification of masses on mammograms

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 26 II, Issue , 2004, Pages 1275-1278

  Chen, Yuan ^a   Chang, Chein I ^a  

^a Baltimore County   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MAMMOGRAMS; MAMMOGRAPHIC IMAGE ANALYSIS; TEXTURE FEATURE NUMBERS (TFNS); TEXTURE SHAPE FEATURE CODING (TSFC);

COMPUTER AIDED DIAGNOSIS; DATABASE SYSTEMS; DISEASES; ENTROPY; IMAGE ANALYSIS; PROBABILITY DISTRIBUTIONS; TEXTURES;

MEDICAL IMAGING;

EID: 11144348992     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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2. Y. C. Liao, Mass Detection in Mammograms Using Texture Analysis, M.S. thesis, Department of Information Engineering, National Cheng Kung University, June 2002.
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5. S.K. Lee, P.-C. Chung, C.-I Chang, C.-S. Lo, T. Lee, G.-C. Hsu and C.-W. Yang, "Classification of clustered microcalcifications using a shape cognitron," Neural Networks, vol. 16, pp. 121-132, 2003.
6. R.M. Harlaick, K. Shanmugam and I. Dinstein, "Textural features for image classification," IEEE Trans. System, Man and Cybernetics, vol. 3, pp. 610-621, 1973.
7. C.-C. Chang and C.-J. Lin, "Training nu-Support Vector Classifiers: Theory and Algorithms." Neural Computation, vol. 13, no. 9, 2119-2147, 2001.