Author

Mari Tolonen

University of CopenhagenORCID 0000-0002-4395-9022Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Bianca DumitrascuiD· 1 shared Jakub SedzinskiiD· 1 shared Ozgur BekeriD· 1 shared Varun KapooriD· 1 shared Ziwei XuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperDevelopmental Biology

Bianca DumitrascuORCID

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1 paper

Recent·Most cited

Developmental BiologyMolecular Systems BiologyPeer-reviewedMay 11, 2026

Single-cell morphodynamics predict cell fate decisions during mucociliary epithelial differentiation.

Mari Tolonen, Ziwei Xu, Ozgur Beker…·Jakub Sedzinski

The paper uses morphodynamic features from live imaging to predict cell fate during Xenopus mucociliary epithelial differentiation, showing that integrated time-resolved features outperform single features.

4 citationstop 2%

imagingmachine learning (classical)

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