Author

Nick Surguladze

Duke University

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

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Alexander Armstrong· 1 shared B. NiiD· 1 shared Jodie JepsoniD· 1 shared John W. HickeyiD· 1 shared Joshua F. LerneriD· 1 shared Josie Van De KlashorstiD· 1 shared Koravit PoysungnoeniD· 1 shared Ky ArianoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alexander Armstrong

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1 paper

Recent·Most cited

Foundation cell segmentation models performance on live microscopy and spatial-omics data

Miao Yang, Nick Surguladze, Joshua F. Lerner, Koravit Poysungnoen, Ky Ariano, Yuexi Li, Yining Zhu, Kyra Van Batavia, Jodie Jepson, Josie Van De Klashorst, B. Ni, Alexander Armstrong, Reeha Rahman, Roarke W. Horstmeyer, John W. Hickey

This study evaluates segmentation models on live microscopy and spatial-omics data, finding that no single model consistently outperforms others across all datasets.

bioRxiv · Apr 21, 2026 · PreprintBioinformatics