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EnsembleCNV: An ensemble machine learning algorithm to identify and genotype copy number variation using SNP array data

2018-06-27

Abstract excerpt

<h4>ABSTRACT</h4> The associations between diseases/traits and copy number variants (CNVs) have not been systematically investigated in genome-wide association studies (GWASs), primarily due to a lack of robust and accurate tools for CNV genotyping. Herein, we propose a novel ensemble learning framework, ensembleCNV, to detect and genotype CNVs using single nucleotide polymorphism (SNP) array data. EnsembleCNV a)...

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Literature Corpus work
a2aef8ac-0ece-595d-9c52-883ee3260cf7
DOI
10.1101/356667
Open publication

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EnsembleCNV: An ensemble machine learning algorithm to identify and genotype copy number variation using SNP array dataDOI 10.1101/356667
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