Author

Caroline Malin-Mayor

Howard Hughes Medical InstituteORCID 0000-0002-9627-6030Unclaimed 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:cell type annotation· 1 Approach:deep learning· 1 Organism:Drosophila· 1 Assay:imaging· 1 Organism:mouse· 1 Organism:zebrafish· 1

Frequent Co-Authors

Dagmar KainmuelleriD· 1 shared Jan FunkeiD· 1 shared Katie McDoleiD· 1 shared Léo GuignardiD· 1 shared Peter HirschiD· 1 shared Philipp KelleriD· 1 shared Stephan PreibischiD· 1 shared William C. LemoniD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Dagmar KainmuellerORCID

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1 paper

Recent·Most cited

BioinformaticsNature BiotechnologyPeer-reviewedSep 5, 2022

Automated Reconstruction of Whole-Embryo Cell Lineages by Learning from Sparse Annotations

Caroline Malin-Mayor, Peter Hirsch, Léo Guignard…·Jan Funke

This paper introduces a method for automated lineage reconstruction in developing embryos using sparse annotations, achieving 75.8% accuracy on mouse embryos compared to 31.8% previously.

46 citationstop 4%

mousezebrafish

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