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Nonparametric methods for the analysis of single-color pathogen microarrays.
Omar J. Jabado
Sean Conlan
Phenix-Lan Quan
Jeffrey Hui
Gustavo F. Palacios
Mady Hornig
Thomas Briese
W. Ian Lipkin
Published in:
BMC Bioinform. (2010)
Keyphrases
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preprocessing
decision trees
significant improvement
computational cost
neural network
empirical studies
density estimation
image sequences
denoising
statistical analysis
benchmark datasets
gene expression
high throughput
statistical methods
high dimensionality