Author

James Dodd

University of EdinburghORCID 0009-0002-3701-2024Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Alan O’CallaghaniD· 1 shared Filip Bušić· 1 shared Katherine E. DunniD· 1 shared Kiros Kwan· 1 shared Laura Nicolás-SáenziD· 1 shared Matthew AquilinaiD· 1 shared Nathan J. W. WuiD· 1 shared Peter BankheadiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperMolecular Biology

Alan O’CallaghanORCID

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1 paper

Recent·Most cited

Molecular BiologyNature CommunicationsPeer-reviewedMay 5, 2025

GelGenie: an AI-powered framework for gel electrophoresis image analysis

Matthew Aquilina, Nathan J. W. Wu, Kiros Kwan…·Katherine E. Dunn

GelGenie is an AI framework that automatically identifies gel bands in electrophoresis images, outperforming existing software and matching manual analysis.

15 citationstop 3%

imagingdeep learning

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