Author

Caroline Laplante

North Carolina State UniversityORCID 0000-0001-8980-0271Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:fluorescence / live-cell microscopy· 1

Frequent Co-Authors

Dongkuan XuiD· 1 shared Harsh Mauny· 1 shared Hongjing Mao· 1 shared Obblivignes KanchanadeviVenkataraman· 1 shared Yang ZhangiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioengineering

Dongkuan XuORCID

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1 paper

Recent·Most cited

SIMBA: an agentic AI platform for single-molecule multi-dimensional imaging

Hongjing Mao, Harsh Mauny, Obblivignes KanchanadeviVenkataraman, Caroline Laplante, Dongkuan Xu, Yang Zhang

SIMBA is an AI platform that integrates single-molecule imaging analysis with deep learning, enabling automated and interactive processing of multi-dimensional fluorescence data.

bioRxiv · Apr 21, 2026 · PreprintBioengineering