Sentence examples similar to performing supervised hierarchical clustering analysis from inspiring English sources

To perform supervised hierarchical clustering, all steps of microarray processing, data filtering and normalization, and analysis were performed as described previously [ 12].

1,953 genes were found to show KW p-values <0.05 in >95% of iterations and these were used to perform supervised hierarchical clustering.

A supervised hierarchical clustering analysis was performed between the NBE class, and the Df and the Udf subclasses based on the similarity of expression pattern of all genes.

NKAIN1 was also an essential classifier in supervised hierarchical clustering analysis.

However, since there is no established expression-based classifier for mouse mammary tumors, we performed a supervised hierarchical cluster analysis of the murine mRNA expression data using the Herschkowitz et al. 2007 intrinsic mouse list of 866 genes.

A permutation value of P < 0.05 was considered statistically significant and used to select differentially expressed miRNAs for supervised hierarchical cluster analysis.

Secondly, non-supervised hierarchical clustering analysis (HCA) was used to display correlations between genes.

The non-supervised hierarchical clustering analysis resulted in the separation of patients into five groups according to BCR.

The inferred DNA copy numbers of 9 tumors from 4 distinct donors were examined using un-supervised hierarchical clustering analysis.

Both PCA and non-supervised hierarchical clustering analysis of basal and stimulated AML cells revealed three groups of patients with different signaling patterns.

In addition, a non-supervised hierarchical clustering analysis was applied to stratify patients according to prognostic groups in terms of risk of recurrence.