Author

Jamie Milne

AstraZeneca (United Kingdom)ORCID 0000-0002-2726-874XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

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David HargreavesiD· 1 shared Julie C. WilsoniD· 1 shared Qian CheniD· 1 shared Yinhai WangiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperMolecular Biology

David HargreavesORCID

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1 paper

Recent·Most cited

Molecular BiologyPLoS ONEPeer-reviewedMar 9, 2023

Not getting in too deep: a practical deep learning approach to routine crystallisation image classification

Jamie Milne, Qian Chen, David Hargreaves…·Julie C. Wilson

The paper compares four deep-learning architectures for classifying crystallisation images, showing an ensemble approach achieves 94% accuracy in categorizing experimental outcomes.

9 citations

imagingdeep learning

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