Author

Jacob L Canfield

Michigan State UniversityORCID 0000-0001-9018-0751Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Organism:human· 1 Research Focus:imputation· 1 Approach:matrix factorization· 1 Approach:statistical model· 1

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Arjun KrishnaniD· 1 shared Christopher A MancusoiD· 1 shared Deepak SinglaiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Arjun KrishnanORCID

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1 paper

Recent·Most cited

BioinformaticsNucleic Acids ResearchPeer-reviewedSep 28, 2020

A Flexible, Interpretable, and Accurate Approach for Imputing the Expression of Unmeasured Genes

Christopher A Mancuso, Jacob L Canfield, Deepak Singla, Arjun Krishnan

This paper introduces SampleLASSO, a method for imputing unmeasured gene expression in microarray data, showing it outperforms existing methods across multiple tasks.

11 citations

humanbulk RNA-seq