Author

Katie Chartrand

James Cook UniversityORCID 0000-0002-0030-961XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Aruna Kolluru· 1 shared Chris RoelfsemaiD· 1 shared Christopher L. LawsoniD· 1 shared Peter J. MumbyiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

Aruna Kolluru

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1 paper

Recent·Most cited

EcologyEnvironmental Monitoring and AssessmentPeer-reviewedJun 26, 2025

Broadscale reconnaissance of coral reefs from citizen science and deep learning

Christopher L. Lawson, Katie Chartrand, Chris Roelfsema…·Peter J. Mumby

This paper demonstrates that combining citizen science with deep learning can produce accurate benthic cover estimates of coral reefs at a large scale.

12 citationstop 3%

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