Author

Anna C. Gilbert

University of MichiganORCID 0000-0002-9627-9274Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Alexander VargoiD· 1 shared Justin A. ColacinoiD· 1 shared Umang VarmaiD· 1 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 1 mutual co-author link

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1 shared paperGenomics

Alexander VargoORCID

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2 papers

Recent·Most cited

Comparison of marker selection methods for high throughput scRNA-seq data

Anna C. Gilbert, Alexander Vargo

The paper evaluates marker selection methods for scRNA-seq data and introduces a fast, mathematically grounded method for multi-class marker selection.

bioRxiv · Jun 23, 2019 · PreprintGenomics

Information Theoretic Feature Selection Methods for Single Cell RNA-Sequencing

Umang Varma, Justin A. Colacino, Anna C. Gilbert

This paper benchmarks information-theoretic feature selection methods against differential expression methods in scRNA-seq to identify efficient gene sets for cell type differentiation.

bioRxiv · May 24, 2019 · PreprintBioinformatics