Author

Alban Mancheron

Centre National de la Recherche ScientifiqueORCID 0000-0001-9249-7592Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:whole-genome sequencing· 2 Research Focus:database / resource· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:software / tool· 1 Approach:statistical model· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Annie ChâteauiD· 1 shared Callum BurnardiD· 1 shared Clément AgretiD· 1 shared Gaëtan DrociD· 1 shared Gautier SarahiD· 1 shared Manuel RuíziD· 1 shared William RitchieiD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 11 mutual co-author links

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1 shared paperBioinformatics

Annie ChâteauORCID

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2 papers

Recent·Most cited

Generating realistic artificial Human genomes using adversarial autoencoders

Callum Burnard, Alban Mancheron, William Ritchie

The paper develops a method to generate realistic artificial human genomes using adversarial autoencoders, preserving diversity and anonymity while reducing computational demands.

NAR Genomics and Bioinformatics · Jul 4, 2025Peer-reviewedBioinformatics

RedOak: a reference-free and alignment-freestructure for indexing a collection of similargenomes

Clément Agret, Annie Château, Gaëtan Droc, Gautier Sarah, Manuel Ruíz, Alban Mancheron

RedOak indexes and compresses large collections of similar genomes without a reference or alignment, enabling efficient sequence queries.

The Journal of Open Source Software · Dec 28, 2022Peer-reviewedBioinformatics