Author

Nathan J. Malta

Georgia Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Alexandra D. VandeLooiD· 1 shared Caitlin van ZyliD· 1 shared Craig R. ForestiD· 1 shared Danfei XuiD· 1 shared Emilio Aponte· 1 shared Saahil Sanganeriya· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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 paperBioinformatics

Alexandra D. VandeLooORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

SAMCell: Generalized Label-Free Biological Cell Segmentation with Segment Anything

Alexandra D. VandeLoo, Nathan J. Malta, Saahil Sanganeriya, Emilio Aponte, Caitlin van Zyl, Danfei Xu, Craig R. Forest

SAMCell automates cell segmentation in microscopy images using a modified Segment Anything Model, achieving high-quality results without requiring annotated data or technical expertise.

PLoS ONE · Sep 8, 2025Peer-reviewedBioinformatics