Author

Mathieu Moslonka‐Lefebvre

Institut PasteurORCID 0000-0001-9841-9384Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:DNA methylation· 1 Organism:human· 1 Research Focus:phylogenetics / evolution· 1

Frequent Co-Authors

Anna ZhukovaiD· 1 shared Emma SaulnieriD· 1 shared F. LemoineiD· 1 shared Jakub VoznicaiD· 1 shared Olivier GascueliD· 1 shared Veronika Bošková· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Anna ZhukovaORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedJul 6, 2022

Deep learning from phylogenies to uncover the epidemiological dynamics of outbreaks

Jakub Voznica, Anna Zhukova, Veronika Bošková…·Olivier Gascuel

The paper introduces a deep learning method for phylodynamic analysis that outperforms existing approaches on simulated data and applies to HIV outbreak dynamics.

93 citationstop 1%

humanDNA methylation