Article
A kinetic model-based algorithm to classify NGS short reads by their allele origin.
Journal of biomedical informatics - 1 Feb 2015
Marinoni Andrea, Rizzo Ettore, Limongelli Ivan, Gamba Paolo, Bellazzi Riccardo
Abstract excerpt
Genotyping Next Generation Sequencing (NGS) data of a diploid genome aims to assign the zygosity of identified variants through comparison with a reference genome. Current methods typically employ probabilistic models that rely on the pileup of bases at each locus and on a priori knowledge. We present a new algorithm, called Kimimila (KInetic Modeling based on InforMation theory to Infer Labels of Alleles), which...
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