Author

Léna Connesson

Centre National de la Recherche Scientifique

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 Plant Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:cell type annotation· 1 Assay:imaging· 1 Organism:plant (other)· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Axel Prouvost· 1 shared Baldwin DumortieriD· 1 shared Baptiste MagnieriD· 1 shared Clément PlessisiD· 1 shared Gabriel KroukiD· 1 shared Hélène FrévilleiD· 1 shared Jacques DavidiD· 1 shared Titouan Le GourriereciD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 16 mutual co-author links

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1 shared paperPlant Biology

Axel Prouvost

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2 papers

Recent·Most cited

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

Axel Prouvost, Léna Connesson, Titouan Le Gourrierec, Hélène Fréville, Jacques David, Baptiste Magnier, 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.

bioRxiv · May 16, 2026 · PreprintPlant Biology

Boosting Protein-Protein Interaction Detection with AlphaFold Multimer and Transformers

Léna Connesson, Gabriel Krouk, Baldwin Dumortier

The paper enhances protein-protein interaction detection using a fine-tuned transformer on AlphaFold 2 Multimer outputs and benchmarks it against machine learning algorithms.

bioRxiv · Mar 5, 2025 · PreprintBioinformatics