Articles with "ensemble deconvolution" as a keyword



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Robust and accurate estimation of cellular fraction from tissue omics data via ensemble deconvolution

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Published in 2022 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btac279

Abstract: MOTIVATION Tissue-level omics data such as transcriptomics and epigenomics are an average across diverse cell types. To extract cell-type-specific (CTS) signals, dozens of cellular deconvolution methods have been proposed to infer cell-type fractions from tissue-level… read more here.

Keywords: estimation cellular; deconvolution; robust accurate; ensemble deconvolution ... See more keywords