Author

Kirby R. Campbell

St. Jude Children's Research HospitalORCID 0000-0003-0091-4139Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cell Biology· 1

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:mouse· 1

Frequent Co-Authors

Anna E. PittmaniD· 1 shared Christophe LaumonnerieiD· 1 shared David J. SoleckiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperCell Biology

Anna E. PittmanORCID

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1 paper

Recent·Most cited

Cell BiologybioRxivPreprintApr 22, 2026

An Interpretable 3D Bag-Of-Visual-Words Pipeline for Volumetric Microscopy Classification

Anna E. Pittman, Kirby R. Campbell, Christophe Laumonnerie, David J. Solecki

This paper introduces an interpretable 3D Bag-of-Visual-Words pipeline for volumetric microscopy classification, showing it can accurately classify and localize biologically relevant structures in complex datasets.

DOI 10.64898/2026.04.21.719969

mousefluorescence / live-cell microscopy

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