Author

Nicolas Dias

Centre National de la Recherche ScientifiquePrimary ORCID profile (0000-0003-0873-7245 · 5 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Nicolas DiasiD5 papers · Yale University

Biology Disciplines

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Microbiology· 1

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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 Elsa DenakpoiD· 1 shared Flora JayiD· 1 shared Johann D D PitoutiD· 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

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

Elsa Denakpo, Nicolas Dias, Johann D D Pitout, Thierry Naas, Dylan R. Pillai, Flora Jay, 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.

bioRxiv · Mar 26, 2025 · PreprintMicrobiology