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Impact of the spotted microarray preprocessing method on fold-change compression and variance stability.
Jérôme Ambroise
Bertrand Bearzatto
Annie Robert
Bernadette Govaerts
Benoît Macq
Jean-Luc Gala
Published in:
BMC Bioinform. (2011)
Keyphrases
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preprocessing
microarray
synthetic and real images
gene expression
high precision
high throughput
microarray data
feature extraction
support vector machine
denoising
dimensionality reduction
feature set
clustering method
machine learning methods
gene selection
microarray expression data