Breast cacer diagnosis from biopsy images using a fully automatic method

2010 4th International Conference on Bioinformatics and Biomedical Engineering, iCBBE 2010

Volumn , Issue , 2010, Pages

  Liu, Lijuan ^a,b   Deng, Mingrong ^a  

^a ZHEJIANG UNIVERSITY   (China)

^b ZHEJIANG A F UNIVERSITY   (China)

Author keywords

Breast cancer; Microscopic biopsy image; Multicategory proximal support vector machine(MPSVM); Rough set(RS)

Indexed keywords

AUTOMATIC METHOD; BREAST CANCER; BREAST TUMOR; CURRENT PRACTICES; HISTOGRAM EQUALIZATIONS; IN-SITU; K-NEAREST NEIGHBORS; MICROSCOPIC BIOPSY IMAGE; MULTICATEGORY; NOVEL TECHNIQUES; PROXIMAL SUPPORT VECTOR MACHINES; ROUGH SET; ROUGH SET(RS); WAVELET MOMENT INVARIANTS;

BIOINFORMATICS; BIOPSY; FEATURE EXTRACTION; HISTOLOGY; MATHEMATICAL MODELS; MEDICINE; ROUGH SET THEORY; SUPPORT VECTOR MACHINES;

IMAGE PROCESSING;

EID: 77956141581     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2010.5514733     Document Type: Conference Paper

References (6)

1. L. Latson, B. Sebek, and K.A. Powell, "Automated cell nuclear segmentation in color images of hematoxylin and eosin-stained breast biopsy," Anal. Quant. Cytol. Histol, vol. 5, pp. 321-331, 2003.
2. V. Mallapragada, N. Sarkar, and T.K. Podder, "A Robotic System for Real-time Tumor Manipulation During Image guided Breast Biopsy," IEEE International Conference on Bioinformatics and Bioengineering, Boston, MA, pp. 204-210, October 14-17, 2007.
3. C. Cagatay Bilgin, Cigdem Demir, Chandandeep Nagi, and Bulent Yener,"Cell-Graph Mining for Breast Tissue Modelling and Classification," 29th IEEE EMBS Annual International Conference, Lyon, France, pp.23-26, August 2007.
4. D. Shen, H. H. S. Ip, "Discriminative Wavelet Shape Descriptors for Recognition of 2-D Patterns," Pattern Recognition, vol.32, pp. 151-165, 1999.
5. Hassanien A.E, "Fuzzy-rough hybrid scheme for breast cancer detection," Image and Computer Vision Journal, vol. 25, pp. 172-183, February 2007.
6. GM Fung, OL Mangasarian "Multicategory proximal support vector machine classifiers," Machine Learning, vol.59, pp.77-97, June 2005.