Automated Chromosome Classification Using Wavelet-Based Band Pattern Descriptors

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	Similar Articles Articles by Qiang Wu Articles by Kenneth R. Castleman

13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)

Houston, Texas

June 23-June 24

ISBN: 0-7695-0484-1

	ASCII Text	x
	Qiang Wu, Kenneth R. Castleman, "Automated Chromosome Classification Using Wavelet-Based Band Pattern Descriptors," Computer-Based Medical Systems, IEEE Symposium on, pp. 189, 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00), 2000.

	BibTex	x
	@article{ 10.1109/CBMS.2000.856898, author = {Qiang Wu and Kenneth R. Castleman}, title = {Automated Chromosome Classification Using Wavelet-Based Band Pattern Descriptors}, journal ={Computer-Based Medical Systems, IEEE Symposium on}, volume = {0}, year = {2000}, issn = {1063-7125}, pages = {189}, doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2000.856898}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer-Based Medical Systems, IEEE Symposium on TI - Automated Chromosome Classification Using Wavelet-Based Band Pattern Descriptors SN - 1063-7125 SP EP A1 - Qiang Wu, A1 - Kenneth R. Castleman, PY - 2000 KW - Chromosome classification KW - band pattern descriptor KW - pattern recognition KW - signal/image processing in medicine VL - 0 JA - Computer-Based Medical Systems, IEEE Symposium on ER -

Qiang Wu, Perceptive Scientific Instruments, Inc.

Kenneth R. Castleman, Perceptive Scientific Instruments, Inc.

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CBMS.2000.856898

Automated chromosome classification has been an important pattern recognition problem for decades. Numerous attempts were made in the past to characterize chromosome band patterns as part of the feature description vector. In this paper, we describe a recent study to employ wavelet packets as basis function sets to compute chromosome band pattern features. 28 wavelet packet basis function sets were evaluated in this study. The experimental results are presented and compared with those of currently best-performing method on two benchmark chromosome datasets.

Index Terms:

Chromosome classification, band pattern descriptor, pattern recognition, signal/image processing in medicine

Citation:

Qiang Wu, Kenneth R. Castleman, "Automated Chromosome Classification Using Wavelet-Based Band Pattern Descriptors," cbms, pp.189, 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00), 2000

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