Author

Baptiste Magnier

IMT Mines AlèsORCID 0000-0003-3458-0552Unclaimed 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 Organism:plant (other)· 1

Frequent Co-Authors

Axel Prouvost· 1 shared Clément PlessisiD· 1 shared Hélène FrévilleiD· 1 shared Jacques DavidiD· 1 shared Léna Connesson· 1 shared Titouan Le GourriereciD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperPlant Biology

Axel Prouvost

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1 paper

Recent·Most cited

Plant BiologybioRxivPreprintMay 16, 2026

Easy to use and low cost leaf disease quantification workflow using Ilastik

Axel Prouvost, Léna Connesson, Titouan Le Gourrierec…·Clément Plessis

The paper presents a semi-automated image analysis workflow for quantifying foliar disease symptoms in wheat using Ilastik, achieving high segmentation accuracy with limited training data.

DOI 10.64898/2026.05.14.719059

plant (other)imaging

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