<p>The overall structure of the two layer classifier, with the output of hte Gene Classifier being one of the inputs to the CNV classifier.</p
<p>A schematic of a gene tree with variables of the coalescent model corresponding to tips, branches...
Architecture of the Convolution Neural Network in the hierarchical classifier.</p
<p>Genetic structure and diversity, according to the hypothesized subspecies.</p
<p>Classification of homologous genes (CNV/non-CNV) into the curated gene classes.</p
<p>(<b>A</b>) All available images of gene Gap43 are processed (taken from different cuts or differe...
<p>Histogram presentation of Gene Ontology classification of the assembled unigenes.</p
<p>Three contigs and their gene segments. Gene 1 and gene 2 are target genes. Contigs and each con...
The accuracies of the two-class classifications at the four CNR levels for the six classifiers.</p
<p>The 5-fold CV classification accuracies of the KNN-classifier and SVM-classifier based on six gen...
<p>(A) Histogram of gene coefficients, metagene 1. (B) Histogram of gene coefficients, metagene 2. (...
<p>The 5-fold CV classification accuracies of the KNN-classifier and SVM-classifier based on six gen...
Summary of key steps for the proposed classification method via ultrahigh-dimensional gene expressio...
<p>A schematic representation of different genomic regions from which lncRNA originate relative to t...
The network structure with selected gene expressions based on different cancers.</p
<div><p>Of the gene products most frequently present in the gene classifier, 33 proteins are present...
<p>A schematic of a gene tree with variables of the coalescent model corresponding to tips, branches...
Architecture of the Convolution Neural Network in the hierarchical classifier.</p
<p>Genetic structure and diversity, according to the hypothesized subspecies.</p
<p>Classification of homologous genes (CNV/non-CNV) into the curated gene classes.</p
<p>(<b>A</b>) All available images of gene Gap43 are processed (taken from different cuts or differe...
<p>Histogram presentation of Gene Ontology classification of the assembled unigenes.</p
<p>Three contigs and their gene segments. Gene 1 and gene 2 are target genes. Contigs and each con...
The accuracies of the two-class classifications at the four CNR levels for the six classifiers.</p
<p>The 5-fold CV classification accuracies of the KNN-classifier and SVM-classifier based on six gen...
<p>(A) Histogram of gene coefficients, metagene 1. (B) Histogram of gene coefficients, metagene 2. (...
<p>The 5-fold CV classification accuracies of the KNN-classifier and SVM-classifier based on six gen...
Summary of key steps for the proposed classification method via ultrahigh-dimensional gene expressio...
<p>A schematic representation of different genomic regions from which lncRNA originate relative to t...
The network structure with selected gene expressions based on different cancers.</p
<div><p>Of the gene products most frequently present in the gene classifier, 33 proteins are present...
<p>A schematic of a gene tree with variables of the coalescent model corresponding to tips, branches...
Architecture of the Convolution Neural Network in the hierarchical classifier.</p
<p>Genetic structure and diversity, according to the hypothesized subspecies.</p
DOI
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