Author

Vasanthapuram Ravi

National Institute of Mental Health and NeurosciencesORCID 0000-0002-4886-7207Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

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

Allison M. CampbelliD· 1 shared 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

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

Allison M. CampbellORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Exploring Single-Cell Data with Deep Multitasking Neural Networks

Matthew Amodio, David van Dijk, Krishnan Srinivasan, William S. Chen, Hussein Mohsen, Kevin R. Moon, Allison M. Campbell, Yujiao Zhao, Xiaomei Wang, Manjunatha M. Venkataswamy, Anita Sudhir Desai, Vasanthapuram Ravi, Priti Kumar, Ruth R. Montgomery, Guy Wolf, 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.

Nature Methods · Oct 7, 2019Peer-reviewedBioinformatics