Author

Jacob Howes

GlaxoSmithKline (United Kingdom)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Amy StrangeiD· 1 shared Andrea CairoliiD· 1 shared Andrew J. PowelliD· 1 shared Cameron ShandiD· 1 shared Darren V.S. Green· 1 shared Joseph Tuersley· 1 shared Luke Nightingale· 1 shared Michael T. HowelliD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Amy StrangeORCID

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1 paper

Recent·Most cited

Asymmetric Contrastive Objectives for Efficient Phenotypic Screening

Luke Nightingale, Joseph Tuersley, Scott Warchal, Andrea Cairoli, Jacob Howes, Cameron Shand, Andrew J. Powell, Darren V.S. Green, Amy Strange, Michael T. Howell

This paper introduces asymmetric contrastive objectives for phenotypic screening, improving performance on benchmark datasets and real-world cell screening tasks.

bioRxiv · Apr 19, 2024 · PreprintBioinformatics