Author

Isabelle C. Stratton

University of Florida

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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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Andrew J. JohnsoniD· 1 shared Christopher MaraisiD· 1 shared Jiří HulcriD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperEcology

Andrew J. JohnsonORCID

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1 paper

Recent·Most cited

Progress in Developing a Bark Beetle Identification Tool

Christopher Marais, Isabelle C. Stratton, Andrew J. Johnson, Jiří Hulcr

This paper introduces a MaxViT-based model for bark beetle genus identification from images, achieving high F1 scores and serving as a foundation for future tools in forest management and ecology.

PLoS ONE · Jun 5, 2025Peer-reviewedEcology