Author

Edwin Vans

University of the South PacificORCID 0000-0003-4225-0879Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Alok K. SharmaiD· 2 shared Artem LysenkoiD· 1 shared Ashwini PatiliD· 1 shared Keith A. BoroevichiD· 1 shared Tatsuhiko TsunodaiD· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 7 mutual co-author links

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2 shared papersBioinformatics

Alok K. SharmaORCID

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2 papers

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedOct 13, 2020

FEATS: Feature selection based clustering of single-cell RNA-seq data

Edwin Vans, Ashwini Patil, Alok K. Sharma

FEATS improves single-cell RNA-seq clustering by selecting informative features, outperforming existing tools in accuracy and efficiency.

24 citations

scRNA-seqstatistical model

𝕏 PostBluesky

BioinformaticsbioRxivPreprintSep 17, 2020

DeepInsight-FS: Selecting features for non-image data using convolutional neural network

Alok K. Sharma, Artem Lysenko, Keith A. Boroevich…·Tatsuhiko Tsunoda

DeepInsight-FS uses a convolutional neural network to select clinically relevant gene subsets from non-image data by converting samples into image-form.

2 citations

deep learningdifferential expression

𝕏 PostBluesky