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For example in [ 81] gene expression profiles and mass spectrometry profiles are merged by using appropriate normalization of the data and a combined network of genes and metabolites has been constructed which helped find related genes and metabolites.
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Imaging analysis involved a novel quantification algorithm that corrects for non-specific antibody binding, background signals and differences in overall staining intensities between fibres using appropriate normalization routines.
Gene expression data for Growth arrest and damage-inducible gene 45 (Gand45α) and Cyclin-dependent kinase inhibitor 1A (CDKN1A/p21CIP1) were selected to elucidate the influence of normalization by using appropriate and inappropriate internal control genes.
In this paper, with the use of long data set during 2005 to 2011, we reexamined the EEJ-Sq relationship by using appropriate station pairs and a normalization approach.
The canonical HMMs are trained from warped features which are extracted using appropriate self-normalization warps.
However, variation introduced in qPCR data by analytical or technical errors needs to be accounted for via normalization using appropriate internal control genes (ICG).
The first step in dealing with microarray data is to process the data using an appropriate normalization technique.
The negative impact of nonlinear input unmodeled dynamics is offset by using a normalization signal.
By using the normalization condition for stationary distribution, we have.
The collected microarray datasets were standardized by using quantile normalization.
Explicit error bounds are presented by using some appropriate reformulations of the successive convolutions, some contraction properties and some alternative normalizations.
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