Author

Luis Fernando Pérez Armas

Institut d'Economie Scientifique Et de GestionORCID 0000-0002-3680-2377Unclaimed 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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Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Arnaud PetitiD· 1 shared Djohana Laurent· 1 shared Meyling Hua-Chen CheokiD· 1 shared Oussama BouaggadiD· 1 shared Sophie Dabo‐NiangiD· 1 shared Stefano NasiniiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Arnaud PetitORCID

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1 paper

Recent·Most cited

Graph-based Drug Decomposition for Anticancer Response Modeling

Stefano Nasini, Luis Fernando Pérez Armas, Oussama Bouaggad, Sophie Dabo‐Niang, Djohana Laurent, Arnaud Petit, Meyling Hua-Chen Cheok

This paper models ex vivo drug response in pediatric AML by decomposing drug molecules into structured features and using graph-based methods to identify key molecular predictors of cellular viability.

bioRxiv · Jan 7, 2026 · PreprintBioinformatics