Author

Chelsea J. Nikula

National Physical LaboratoryORCID 0000-0002-6817-2592Unclaimed 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:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Assay:metagenomics· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Adam J. TayloriD· 1 shared Alex DexteriD· 1 shared Andrew D. CampbelliD· 1 shared Arafath Kaja NajumudeeniD· 1 shared Bin Lun YaniD· 1 shared Efstathios Andreas EliaiD· 1 shared Gregory R. HammiD· 1 shared Ian S. GilmoreiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Adam J. TaylorORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 3, 2020

Training a neural network to learn other dimensionality reduction removes data size restrictions in bioinformatics and provides a new route to exploring data representations

Alex Dexter, Spencer A. Thomas, Rory T. Steven…·Josephine Bunch

The paper uses deep learning with t-SNE to analyze large datasets and overcome size limitations in bioinformatics.

9 citations

bulk RNA-seqspatial transcriptomics

𝕏 PostBluesky