Author

Cornelis A. T. van den Berg

University Medical Center UtrechtORCID 0000-0002-5565-6889Unclaimed 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:imaging· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Anne F. J. JansseniD· 1 shared Bram M. BoschiD· 1 shared Caspar T. H. JonkeriD· 1 shared Edo ElstakiD· 1 shared Enrico MastrobattistaiD· 1 shared Eva M.A. Huigen· 1 shared Jeffrey Matthijn BeekmaniD· 1 shared Juliet W. LeffertsiD· 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

Anne F. J. JanssenORCID

Mutual co-authors in cluster

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1 paper

Recent·Most cited

UDIST: unsupervised disentanglement of shape and texture for multi-scale phenotypic profiling in 2D microscopy

Bram M. Bosch, Maarten L. Terpstra, Matthew B. Smith, Krijn H. van der Steen, Caspar T. H. Jonker, Vitalijs Ovcinnikovs, Thomas H. Wesselink, Anne F. J. Janssen, Lianne Winkel, Eva M.A. Huigen, Juliet W. Lefferts, Enrico Mastrobattista, Edo Elstak, Cornelis A. T. van den Berg, Jeffrey Matthijn Beekman, Sam F.B. van Beuningen

UDIST separates shape and texture in microscopy images into independent latent subspaces, enabling unbiased phenotypic analysis across biological scales.

bioRxiv · Jul 29, 2026 · PreprintBioinformatics