<p>The computational times required by the classification algorithm for the different proposed approaches with training on G1*–G3*, testing on G1–G3 (TT) were showed. (I: gene expression, II: combination of gene expression, and genome CNA, III: combination of gene expression - genome CNA, and miRNA analysis IV: miRNA classification)</p
a<p>Nomenclature of miRNAs as it is used in miRBase database.</p>b<p>Computational gene prediction b...
MiRNAs and proteins play important roles in different stages of breast tumor development and serve a...
The development of microarray technology has enabled simultaneous expression measurements from tens ...
<p>I: gene expression, II: combination of gene expression, and genome CNA, III: combination of gene ...
<p>Classification performances (mRNA and miRNA): computational time (sec, execution time/number of s...
<p>III: combination of gene expression - genome CNA, and miRNA analysis, V: a down-sized gene signat...
(a) The trend of error rate, logistic loss, AUC and RMSE in the training and testing of miRNA expres...
Gene ontology enrichment analysis of miRNA targets in different degree TBI groups (Top 15 processes ...
<p>Graphical chart of the composition of MB1-4 (B). In blue, green and red protein, genes and microR...
<p>Several miRNA*s were included. Unsupervised hierarchical cluster analysis of two set array data (...
<p>Colored boxes (gray/green) depict different training data sets. Step 1- assessment of individual ...
<p>The bar plots correspond to the average area under the ROC curve obtained from five widely used s...
MicroRNA (miRNA) are short, non-coding RNAs involved in cell regulation at post-transcriptional and ...
<p>MicroRNAs have been at the center stage of the biomedical community for more than a decade now, a...
This datasets includes time-series gene expression datasets derived from the well-known DREAM3 and D...
a<p>Nomenclature of miRNAs as it is used in miRBase database.</p>b<p>Computational gene prediction b...
MiRNAs and proteins play important roles in different stages of breast tumor development and serve a...
The development of microarray technology has enabled simultaneous expression measurements from tens ...
<p>I: gene expression, II: combination of gene expression, and genome CNA, III: combination of gene ...
<p>Classification performances (mRNA and miRNA): computational time (sec, execution time/number of s...
<p>III: combination of gene expression - genome CNA, and miRNA analysis, V: a down-sized gene signat...
(a) The trend of error rate, logistic loss, AUC and RMSE in the training and testing of miRNA expres...
Gene ontology enrichment analysis of miRNA targets in different degree TBI groups (Top 15 processes ...
<p>Graphical chart of the composition of MB1-4 (B). In blue, green and red protein, genes and microR...
<p>Several miRNA*s were included. Unsupervised hierarchical cluster analysis of two set array data (...
<p>Colored boxes (gray/green) depict different training data sets. Step 1- assessment of individual ...
<p>The bar plots correspond to the average area under the ROC curve obtained from five widely used s...
MicroRNA (miRNA) are short, non-coding RNAs involved in cell regulation at post-transcriptional and ...
<p>MicroRNAs have been at the center stage of the biomedical community for more than a decade now, a...
This datasets includes time-series gene expression datasets derived from the well-known DREAM3 and D...
a<p>Nomenclature of miRNAs as it is used in miRBase database.</p>b<p>Computational gene prediction b...
MiRNAs and proteins play important roles in different stages of breast tumor development and serve a...
The development of microarray technology has enabled simultaneous expression measurements from tens ...