Author

Mark W. Donoghoe

UNSW SydneyORCID 0000-0003-0212-6443Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Fabian Joachim TheisiD· 1 shared Hannah SpitzeriD· 1 shared Lucas PelkmansiD· 1 shared Scott BerryiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperSystems Biology

Fabian Joachim TheisORCID

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1 paper

Recent·Most cited

Systems BiologyNature MethodsPeer-reviewedMay 29, 2023

Learning consistent subcellular landmarks to quantify changes in multiplexed protein maps

Hannah Spitzer, Scott Berry, Mark W. Donoghoe…·Fabian Joachim Theis

The paper introduces CAMPA, a deep-learning framework for analyzing subcellular organization changes, and applies it to human cells to study how perturbations affect subnuclear organization and membraneless organelles.

20 citations

humanimaging

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