Author

Nathan J. W. Wu

Heriot-Watt UniversityORCID 0000-0003-2870-5419Unclaimed 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

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Alan O’CallaghaniD· 1 shared Filip Bušić· 1 shared James DoddiD· 1 shared Katherine E. DunniD· 1 shared Kiros Kwan· 1 shared Laura Nicolás-SáenziD· 1 shared Matthew AquilinaiD· 1 shared Peter BankheadiD· 1 shared

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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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