Author

Emilie Jacob

Université de Picardie Jules Verne

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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Plant Biology· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Organism:Arabidopsis· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Eleni ManginaiD· 2 shared Faezeh FadaeiiD· 1 shared Jason J. Walsh· 1 shared Jason WalshiD· 1 shared Keru Wang· 1 shared Laura Craig· 1 shared Laurent GutierreziD· 1 shared Laurent GutierreziD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersPlant Biology

Eleni ManginaORCID

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2 papers

Recent·Most cited

Integrating longitudinal hyperspectral phenotyping with AI and GWAS to dissect barley waterlogging responses

Villő Bernád, Jason J. Walsh, Emilie Jacob, Mortaza Khodaeiaminjan, Nick Zhang, Keru Wang, Faezeh Fadaei, Laura Craig, Wagner Barreto-Souza, Eleni Mangina, Laurent Gutierrez, Sonia Negrão

This study combines hyperspectral imaging, AI, and GWAS to analyze barley's response to waterlogging, identifying key genes and visualizing dynamic genomic regions.

bioRxiv · Jun 5, 2026 · PreprintPlant Biology

Botanic Spectrum Analyser: A Deep Learning GUI for Plant Image Segmentation in Hyperspectral and RGB Phenotyping

Jason Walsh, Levent Görgü, Emilie Jacob, Victoria Poulain, Laurent Gutierrez, Eleni Mangina, Sónia Negrão

The paper introduces BSA, a deep learning GUI for plant image segmentation in RGB and hyperspectral imagery, achieving high accuracy across species and imaging modalities.

bioRxiv · Sep 14, 2025 · PreprintPlant Biology