Author

Anna E. Pittman

St. Jude Children's Research HospitalORCID 0000-0001-6788-8639Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Cell Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Christophe LaumonnerieiD· 1 shared David J. SoleckiiD· 1 shared Kirby R. CampbelliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperCell Biology

Christophe LaumonnerieORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky