Author

Claire McGinnity

British Antarctic SurveyORCID 0009-0000-4502-3271Unclaimed 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 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrew FlemingiD· 1 shared Connor C. G. BamfordiD· 1 shared Daniel P. CostaiD· 1 shared Jaume ForcadaiD· 1 shared Luis A. HückstädtiD· 1 shared Michael S. Tift· 1 shared Nathan FenneyiD· 1 shared Peter T. FretwelliD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperEcology

Andrew FlemingORCID

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1 paper

Recent·Most cited

EcologyRemote Sensing in Ecology and ConservationPeer-reviewedMar 6, 2026

Semi-Automated Seal Detection on the Western Antarctic Peninsula: An Unsupervised Machine Learning Approach for Detecting Ice Seals in Aerial Survey Data

Claire McGinnity, Connor C. G. Bamford, Nathan Fenney…·Peter T. Fretwell

This paper presents a semi-automated image analysis pipeline using hierarchical clustering to detect ice seals in aerial survey data from the Western Antarctic Peninsula, achieving 82% test recall.

DOI 10.1002/rse2.70060

imagingmachine learning (classical)

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