Author

Allison M. Campbell

Yale UniversityORCID 0000-0002-6904-8139Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Anita Sudhir DesaiiD· 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

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Anita Sudhir DesaiORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky