Author

Estelle Bergiron

Lyon 1 Université

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

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Approach:deep learning· 1 Research Focus:protein folding & dynamics· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Bastien BoussauiD· 1 shared Julien BarnieriD· 1 shared Luca NesterenkoiD· 1 shared Philippe VeberiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Bastien BoussauORCID

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1 paper

Recent·Most cited

Characterization of selective pressures acting on protein sites with Deep Learning

Estelle Bergiron, Luca Nesterenko, Julien Barnier, Philippe Veber, Bastien Boussau

This paper develops a deep learning model to identify selective pressures on protein sites, showing it outperforms likelihood-based methods on similar data but is less effective on divergent datasets.

bioRxiv · Jul 1, 2025 · PreprintBioinformatics