Author

Maximillian Fornitz Vording

Technical University of DenmarkORCID 0000-0003-3520-6458Unclaimed 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:clustering· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Casper Kaae Sønderby· 1 shared Christopher Heje GrønbechiD· 1 shared Ole WintheriD· 1 shared Pascal N. TimsheliD· 1 shared Tune H. PersiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Casper Kaae Sønderby

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedMay 12, 2020

scVAE: Variational auto-encoders for single-cell gene expression data

Christopher Heje Grønbech, Maximillian Fornitz Vording, Pascal N. Timshel…·Ole Winther

scVAE is a variational auto-encoder for scRNA-seq data that avoids preprocessing and improves clustering by using raw counts and latent space clustering.

282 citationstop 1%

scRNA-seqvariational autoencoder

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