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ARIC: Accurate and robust inference of cell type proportions from bulk gene expression or DNA methylation data

2021-04-04

Abstract excerpt

Quantifying the cell proportions, especially for rare cell types in some scenarios, is of great value to track signals related to certain phenotypes or diseases. Although some methods have been pro-posed to infer cell proportions from multi-component bulk data, they are substantially less effective for estimating rare cell type proportions since they are highly sensitive against feature outliers and collinearity....

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Identifiers and source

Literature Corpus work
c954ec04-e676-5345-91a8-3af5aec51dac
DOI
10.1101/2021.04.02.438149
Open publication

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ARIC: Accurate and robust inference of cell type proportions from bulk gene expression or DNA methylation dataDOI 10.1101/2021.04.02.438149
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