Author

Julien F. Linares

Corteva (United States)ORCID 0000-0002-0083-0974Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Anastasios MazisiD· 1 shared Andrew C. Jarvis· 1 shared Chadwick B. KoscielnyiD· 1 shared Charles G. Johnson· 1 shared Daniel J. Stanton· 1 shared David R. Charne· 1 shared IGOR FALAK· 1 shared Joseph S. Hynek· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPlant Biology

Anastasios MazisORCID

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1 paper

Recent·Most cited

Plant BiologyThe Plant Phenome JournalPeer-reviewedMar 4, 2026

Phenotypic scoring of Canola Blackleg severity using machine learning image analysis

Qiao Hu, Sarah Anderson, Stuart W. Gardner…·Daniel J. Stanton

This paper introduces a deep learning model to score Canola Blackleg severity from images, showing it is more consistent than expert raters and maintains similar heritability for breeding purposes.

1 citation

imagingdeep learning

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