Author

Guilherme G. P. Freitas Pires

Altius Institute for Biomedical SciencesORCID 0009-0006-6660-3092Unclaimed 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:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Alexandra J. Ferrante· 1 shared Antoine BorensztejniD· 1 shared Benjamin MorrisiD· 1 shared Christopher L. FrickiD· 1 shared Daniel Saelid· 1 shared Fatwir S. MohammediD· 1 shared Julie A. TheriotiD· 1 shared Matheus Palhares VianaiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

Alexandra J. Ferrante

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Cell BiologyNature MethodsPeer-reviewedJul 1, 2025

Interpretable representation learning for 3D multi-piece intracellular structures using point clouds

Ritvik Vasan, Alexandra J. Ferrante, Antoine Borensztejn…·Matheus Palhares Viana

This paper introduces a morphology-appropriate representation learning framework for 3D multi-piece intracellular structures, showing improved sub-cluster discovery and phenotypic profiling.

8 citations

humanimaging

𝕏 PostBluesky