Author

Caitlin van Zyl

Georgia Institute of TechnologyORCID 0000-0001-7776-3565Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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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 Craig R. ForestiD· 1 shared Danfei XuiD· 1 shared Emilio Aponte· 1 shared Nathan J. Malta· 1 shared Saahil Sanganeriya· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Alexandra D. VandeLooORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedSep 8, 2025

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

Alexandra D. VandeLoo, Nathan J. Malta, Saahil Sanganeriya…·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.

10 citations

imagingdeep learning