Author

Romain Saintilan

ORCID 0009-0005-5999-5692Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:genome assembly· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Beatriz C. D. CuyabanoiD· 1 shared Fatima ShokoriD· 1 shared Hugo GangloffiD· 1 shared Pascal CroiseauiD· 1 shared Thierry TriboutiD· 1 shared Tristan Mary‐HuardiD· 1 shared

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2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenomics

Beatriz C. D. CuyabanoORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintMar 23, 2024

Deep Learning and GBLUP Integration: An Approach that Identifies Nonlinear Genetic Relationships Between Traits

Fatima Shokor, Pascal Croiseau, Hugo Gangloff…·Beatriz C. D. Cuyabano

This paper introduces a hybrid DLGBLUP model that integrates deep learning with GBLUP to improve prediction accuracy by capturing nonlinear genetic relationships between traits.

1 citation

deep learningstatistical model

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