Author

Mads Nielsen

University of CopenhagenORCID 0000-0003-1535-068XUnclaimed 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 Organism:human· 1 Assay:metagenomics· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Alex GobbiiD· 1 shared Jakob Nybo NisseniD· 1 shared Jesper Cairo WestergaardiD· 1 shared Knud Nor NielseniD· 1 shared Lars Hestbjerg HanseniD· 1 shared Lasse Schnell DanielseniD· 1 shared Laura Milena Forero JuncoiD· 1 shared Leise RiberiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alex GobbiORCID

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1 paper

Recent·Most cited

BioinformaticsNature BiotechnologyPeer-reviewedApr 27, 2026

Binning meets taxonomy: TaxVAMB improves metagenome binning using bi-modal variational autoencoder

Svetlana Kutuzova, Pau Piera Líndez, Lasse Schnell Danielsen…·Simon Rasmussen

TaxVAMB improves metagenome binning by combining tetranucleotide frequencies and co-abundances with taxonomic annotations, outperforming existing methods on benchmark and real datasets.

4 citationstop 2%

humanmetagenomics

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