Author

Bang Tran

University of Nevada, RenoORCID 0000-0002-4898-8930Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Carlo La VecchiaiD· 1 shared Duc TraniD· 1 shared Hung NguyeniD· 1 shared Hung Nguyen LuuiD· 1 shared Tin NguyeniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Carlo La VecchiaORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedFeb 15, 2021

Fast and precise single-cell data analysis using hierarchical autoencoder

Duc Tran, Hung Nguyen, Bang Tran…·Tin Nguyen

This paper introduces a hierarchical autoencoder for scRNA-seq analysis, showing improved performance in cell segregation, visualization, classification, and pseudo-time inference compared to existing methods.

145 citationstop 1%

scRNA-seqvariational autoencoder

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