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ExpressionNormalizationWorkflow

Bioc current

Gene Expression Normalization Workflow

v1.38.0 · workflows · GPL (>=3)

Release Lineage

Entered 3.2 · Oct 14, 2015

Current · Requires R 4.6

1.0 In 22 of 49 releases 3.23

Description

An extensive, customized expression normalization workflow incorporating Supervised Normalization of Microarryas(SNM), Surrogate Variable Analysis(SVA) and Principal Variance Component Analysis to identify batch effects and remove them from the expression data to enhance the ability to detect the underlying biological signals.

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Karthikeyan Murugesan