Author

Jan Cross-Zamirski

AstraZeneca (United Kingdom)ORCID 0000-0002-0404-7725Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Carola‐Bibiane SchönliebiD· 1 shared Elizabeth MouchetiD· 1 shared Guy B. WilliamsiD· 1 shared Riku TurkkiiD· 1 shared Yinhai WangiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Carola‐Bibiane SchönliebORCID

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1 paper

Recent·Most cited

Label-free prediction of Cell Painting from brightfield images

Jan Cross-Zamirski, Elizabeth Mouchet, Guy B. Williams, Carola‐Bibiane Schönlieb, Riku Turkki, Yinhai Wang

This study predicts fluorescent Cell Painting images from brightfield images using deep learning, achieving high correlation and demonstrating potential for downstream analysis and repurposing imaging channels.

Scientific Reports · Jun 15, 2022Peer-reviewedBioinformatics