The effect of microarray image compression on expression-based classification

DOI10.1007/s11760-008-0059-2zbMath1177.94032OpenAlexW2108425410MaRDI QIDQ1044288

Qian Xu, Edward R. Dougherty, Jianping Hua, Michael L. Bittner, Zixiang Xiong

Publication date: 11 December 2009

Published in: Signal, Image and Video Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11760-008-0059-2

zbMATH Keywords

classificationcompressionmicroarray

Mathematics Subject Classification ID

Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)

Uses Software

• JPEG2000
• rda
• impute

Cites Work

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• Microarray image compression: SLOCO and the effect of information loss
• Class prediction by nearest shrunken centroids, with applications to DNA microarrays.
• Microarray BASICA: Background adjustment, segmentation, image compression and analysis of microarray images
• Compression of individual sequences via variable-rate coding
• Embedded image coding using zerotrees of wavelet coefficients

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