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Second, we applied the proposed multitask regression to learn a common template of correlation between genes and cell cycle data for the two inhibitors (e.g. CI1040 and Iressa), as shown in Figure 10.
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b Time sequence of correlation of template array with watermarked video.
These templates display a certain level of correlation with the block subject to refinement.
To rank the genes, Affymetrix probe-set identifiers were converted to HUGO gene symbols using OntoTranslate [ 38], which were then ranked in order of strength of correlation with the template (most positive to most negative Spearman's correlation coefficient).
However, for city regions, rotation of the template during correlation can be switched on, but this will rise in calculation time linear with the number of rotation steps during correlation.
The combined dataset was then searched for CpG sites which correlated linearly in their beta-values with the donor age of the template (Pearson correlation) – initially we used very stringent criteria with R > 0.6.
In fact, the template matching method is based on the calculation of correlation coefficient.
It employed a template matching technique to extract the brain intent in form of correlation coefficient-based morphological information from EEG signals.
The method, called TeMA, uses the template of an atomic column, or a group of atomic columns, to transform the image into a lattice of correlation peaks.
For the model with 20 components we found one component corresponding to DMN, regardless of the chosen template (correlation values for ref_default_mode.nii and DMN_ICA_REST. nii were 0.58 and 0.37, respectively).
The other sample (LRC) was classified as good prognosis (average correlation to the good prognosis template of 0.61).
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