Author

David F. Gleich

Purdue University West LafayetteORCID 0000-0002-8107-6474Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Ananth Y. GramaiD· 1 shared Shahin MohammadiiD· 1 shared Vikram RavindraiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Ananth Y. GramaORCID

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1 paper

Recent·Most cited

Take ACTION to characterize the functional identity of single cells

Shahin Mohammadi, Vikram Ravindra, David F. Gleich, Ananth Y. Grama

The paper introduces ACTION, a method to infer cell functional identity from transcriptomic data, identifies novel melanoma subtypes with distinct survival and therapeutic responses, and provides biomarkers and regulatory networks.

Nature Communications · Apr 11, 2018Peer-reviewedBioinformatics