An Exploration Scheme for Large Images: Application to Breast Cancer Grading

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 3472-3475

  Veillard, Antoine ^a   Loménie, Nicolas ^b   Racoceanu, Daniel ^c,d  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b Huawei Technologies Co   (France)

^c French National Center for Scientific Research   (France)

^d AGENCY FOR SCIENCE   (Singapore)

Author keywords

Computational geometry; Histopathology; Very large image

Indexed keywords

BREAST CANCER; DYNAMIC SAMPLING; GENERIC STRATEGIES; HISTOPATHOLOGICAL IMAGES; HISTOPATHOLOGY; LARGE IMAGES; LOCAL SIGNAL; MICROSCOPIC IMAGE; SMALL SAMPLES; VERY HIGH RESOLUTION;

PATTERN RECOGNITION;

COMPUTATIONAL GEOMETRY;

EID: 78149480793     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.848     Document Type: Conference Paper

References (6)

1. F. Fan and P. A. Thomas, Cancer Grading Manual. Springer New York, 2007, ch. 11-Tumors of the Breast, pp. 75-81.
2. B. Dunne and J. J. Going, "Scoring nuclear pleomorphism in breast cancer," Histopathology, vol. 39, pp. 259-265, 2001.
3. C. Demir and B. Yener, "Automated cancer diagnosis based on histopathological images: a systematic survey," Rensselaer Polytechnic Institute, Tech. Rep., 2005.
4. S. Petushi, F. U. Garcia, M. M. Haber, C. Katsinis, and A. Tozeren, "Large-scale computations on histology images reveal grade-differentiating parameters for breast cancer," BioMed Central Medical Imaging, vol. 6, pp. 1-14, 2006.
5. S. Doyle, S. Agner, A. Madabhushi, M. Feldman, and J. Tomaszewski, "Automated grading of breast cancer histopathology using spectral clustering with textural and architectural image features," in Proc. 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008, pp. 496-499.
6. J.-R. Dalle, W. K. Leow, D. Racoceanu, A. E. Tutac, and T. C. Putti, "Automatic breast cancer grading of histopathological images," in Proc. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008, pp. 3052-3055.