Classification of M-FISH images using fuzzy C-means clustering algorithm and normalization approaches

Conference Record - Asilomar Conference on Signals, Systems and Computers

Volumn 1, Issue , 2004, Pages 41-44

  Wang, Yu Ping ^a   Dandpat, Ashok Kumar ^a   Castleman, Kenneth R ^b  

^a UNIVERSITY OF MISSOURI KANSAS CITY   (United States)

^b Advanced Digital Imaging Research LLC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING ALGORITHMS; COLOR KARYOTYPING; MULTI-COLOR FLUORESCENCE IN SITU HYBRIDIZATION (M-FISH); PIXEL CLASSIFICATION;

ABERRATIONS; ADAPTIVE ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; FLUORESCENCE; FUZZY SETS; IMAGE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

IMAGING SYSTEMS;

EID: 21644474906     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. K. R. Castleman, T. P. Riopka, and Q. Wu, "FISH image analysis," IEEE Engineering in Medicine and Biology, vol. 15, pp. 67-75, 1996.
2. T. Ried, A. Baldini, T. C. Rand, and D. C. Ward, Simultaneous visualization of seven different DNA probes by in situ hybridization using combinatorial fluorescence and digital imaging microscopy, Proceedings of the National Academy of Sciences of the United States of America, vol. 89, pp. 1388-1392, 1992.
3. E. Schröck, et al., Multicolor spectral karyotyping of human chromosomes, Science, vol. 273, pp. 494-497, 1996.
4. C. Lee, et al., Limitations of chromosome classification by multicolor karyotyping, Am. J. Hum. Genet., 68: 1043-1047, 2001.
5. Y.-P. Wang, Q. Wu, K. Castleman, and Z. Xiong, Chromosome image enhancemnent using multiscale differential operators, IEEE Trans. Medical Imaging, May, 2003, 22(5):685-693.
6. The ADIR M_FISH Image Database (http://www.adires.com/05/Project/MFISH_DB/MFISH_ DB.shtml)
7. M. A. Sutton, J. C. Bezdek, and T. C. Cahoon, Image segmentation by fuzzy clustering: methods and issues, Handbook of Medical Imaging, Issac N. Bankamn eds., Academic Press, 2000.
8. Y.-P. Wang and K. R. Castleman, Normalization of Multi-Color Fluorescence In Situ Hybridization (MFISH) Images for Improving Color Karyotyping, submitted to Cytometry, 2004.