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Charles D. Johnson

Researcher at Texas A&M University

Publications -  28
Citations -  5852

Charles D. Johnson is an academic researcher from Texas A&M University. The author has contributed to research in topics: Deep sequencing & Transcriptome. The author has an hindex of 19, co-authored 26 publications receiving 5483 citations. Previous affiliations of Charles D. Johnson include Texas AgriLife Research & University of Louisville.

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Modeling the next generation sequencing sample processing pipeline for the purposes of classification

TL;DR: In this article, the effects of different factors are considered and NGS-based classification is compared to SAGEbased classification and classification directly on the raw expression data, which is represented by a very high-dimensional model previously developed for gene expression.
Journal ArticleDOI

Identification and analysis of the first 2009 pandemic H1N1 influenza virus from U.S. feral swine.

TL;DR: The first pH1N1 isolate in feral swine in the United States is identified and an easy unbiased linear amplification method is demonstrated for deep sequencing of multiple samples to demonstrate the feasibility of using an unbiased whole‐genome linear target amplification method.

Modeling the next generation sequencing sample processing pipeline for the purposes of

TL;DR: Having high numbers of reads can mitigate the degradation in classification performance resulting from the effects of NGS technologies, and when performing a RNA-Seq analysis, using the highest possible coverage of the genome is recommended for the purposes of classification.