Author

David Hargreaves

AstraZeneca (United Kingdom)ORCID 0000-0003-4441-0039Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Molecular Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Jamie MilneiD· 1 shared Julie C. WilsoniD· 1 shared Qian CheniD· 1 shared Yinhai WangiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperMolecular Biology

Jamie MilneORCID

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky