Author

Anita Sudhir Desai

National Institute of Mental Health and NeurosciencesORCID 0000-0003-2244-5417Unclaimed 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:batch correction / integration· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Allison M. CampbelliD· 1 shared David van DijkiD· 1 shared Guy WolfiD· 1 shared Hussein MohseniD· 1 shared Kevin R. MooniD· 1 shared Krishnan SrinivasaniD· 1 shared Manjunatha M. VenkataswamyiD· 1 shared Matthew AmodioiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Allison M. CampbellORCID

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1 paper

Recent·Most cited

BioinformaticsNature MethodsPeer-reviewedOct 7, 2019

Exploring Single-Cell Data with Deep Multitasking Neural Networks

Matthew Amodio, David van Dijk, Krishnan Srinivasan…·Smita Krishnaswamy

SAUCIE is a deep neural network that processes large single-cell datasets, performs batch correction, and identifies cluster-based signatures in dengue patient T cells.

297 citationstop 1%

humanscRNA-seq

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