Author

Shobha Vasudevan

University of Illinois Urbana-ChampaignORCID 0000-0002-6995-3219Unclaimed ORCID profile · follow to get notified of new preprints

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Charles A. BlattiiD· 1 shared Gregory Linkowski· 1 shared Krishna R. KalariiD· 1 shared Saurabh SinhaiD· 1 shared

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2019-2019 · peak 1/yr

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1 shared paperSystems Biology

Charles A. BlattiORCID

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Systems BiologybioRxivPreprintMay 7, 2019

Gene Sets Analysis using Network Patterns

Gregory Linkowski, Charles A. Blatti, Krishna R. Kalari…·Shobha Vasudevan

This paper introduces GeneSet MAPR, a supervised learning algorithm for gene set analysis that leverages network patterns to improve identification of genes related to a given gene set, outperforming existing methods.

3 citations

humanbulk RNA-seq

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