Author

Leila Lea Boulos

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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Genomics· 1

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Research Focus:database / resource· 1 Approach:deep learning· 1 Approach:statistical model· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Antoine SzatkownikiD· 1 shared Aurélien DecelleiD· 1 shared Burak YelmeniD· 1 shared Cyril FurtlehneriD· 1 shared Flora JayiD· 1 shared Guillaume CharpiatiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperGenomics

Antoine SzatkownikORCID

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1 paper

Recent·Most cited

Deep convolutional and conditional neural networks for large-scale genomic data generation

Burak Yelmen, Aurélien Decelle, Leila Lea Boulos, Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Flora Jay

This paper introduces convolutional and conditional neural networks for generating large-scale artificial genomes with high SNP numbers while minimizing privacy leakage.

PLoS Computational Biology · Oct 30, 2023Peer-reviewedGenomics