Author

Judith E. Lutton

University of WarwickORCID 0000-0002-0554-3456Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Developmental Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1 Approach:statistical model· 1 Organism:zebrafish· 1

Frequent Co-Authors

Till BretschneideriD· 2 shared Angus InmaniD· 1 shared Bridget L EvansiD· 1 shared Elisabeth SpiritosantoiD· 1 shared Masazumi TadaiD· 1 shared Michael SmutnyiD· 1 shared Pierre A. HaasiD· 1 shared Sharon Collier· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

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2 shared papersDevelopmental Biology

Till BretschneiderORCID

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2 papers

Recent·Most cited

Developmental BiologyNature CommunicationsPeer-reviewedJul 4, 2025

A multi-tiered mechanical mechanism shapes the early neural plate

Angus Inman, Elisabeth Spiritosanto, Bridget L Evans…·Michael Smutny

The paper identifies a multi-tiered mechanical mechanism regulating the shape of the anterior neural plate during zebrafish gastrulation through combined in vivo and in silico approaches.

7 citations

zebrafishexperimental assay

𝕏 PostBluesky

BioinformaticsIEEE Transactions on Medical ImagingPeer-reviewedOct 14, 2020

A Curvature-Enhanced Random Walker Segmentation Method For Detailed Capture of 3D Cell Surface Membranes

Judith E. Lutton, Sharon Collier, Till Bretschneider

This paper introduces a curvature-enhanced random walker method for 3D cell surface segmentation, showing improved performance on Dictyostelium cells compared to existing methods.

13 citations

imagingdeep learning

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