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This however, is definitively enhanced in the setting of expression of IRF-1.
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A large set of expression data including expressed sequence tags (ESTs) and transcriptional profiles of this important fungal pathogen are now available.
The HubDetector algorithm ranks the genes according to the number of times they are differentially expressed across a set of expression profiles.
This is due to the insufficient set of gallery images that could span the entire set of expression changes.
Each gene in the genome becomes associated with a set of expression values, called gene expression profile.
Therefore, an attractive approach would be the re-use of relevant pre-existing sets of expression profiles as training data.
EBarrays is an empirical Bayes approach which models the probability distribution of a set of expression measurements [79], [80].
After measurement of fluorescence activities, we measured enzymatic activity for each reporter in the three sets of expression constructs.
Principal Component Analysis (PCA) is a decomposition technique that produces a set of expression patterns, or principal components.
Given a training set of expression vectors (of values across metagenes) representing two biological states, a binary probit regression model is estimated using Bayesian methods.
In particular, a set of expression profile data, calcium level data, and cAMP level data for single ligand assay in both B-cells and macrophages was used.
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