Author

Elsa Denakpo

Centre National de la Recherche ScientifiqueORCID 0000-0002-5216-087XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Research Focus:imputation· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Bogdan Iuliu IorgaiD· 1 shared Dylan R. PillaiiD· 1 shared Flora JayiD· 1 shared Johann D D PitoutiD· 1 shared Nicolas Dias· 1 shared Thierry NaasiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperMicrobiology

Bogdan Iuliu IorgaORCID

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintMar 26, 2025

Imputing missing minimum inhibitory concentration (MIC) values for Pseudomonas aeruginosa strains with a Denoising AutoEncoder

Elsa Denakpo, Nicolas Dias, Johann D D Pitout…·Bogdan Iuliu Iorga

The paper introduces MICFiller, a Denoising AutoEncoder to impute missing MIC values for Pseudomonas aeruginosa, achieving high accuracy compared to existing methods.

DOI 10.1101/2025.03.26.645597

bacteria (other)deep learning

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