Author

Lianne Winkel

University Medical Center Utrecht

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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 Cornelis A. T. van den BergiD· 1 shared Edo ElstakiD· 1 shared Enrico MastrobattistaiD· 1 shared Eva M.A. Huigen· 1 shared Jeffrey Matthijn BeekmaniD· 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

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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