Author

María Caballero

Institute for Research in Biomedicine

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:proteomics· 1

Frequent Co-Authors

Gema Rojas-GranadoiD· 1 shared Israel RamosiD· 1 shared Jesús CalahorraiD· 1 shared Marta Sánchez‐SotoiD· 1 shared Martino BertoniiD· 1 shared Patrick AloyiD· 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

Gema Rojas-GranadoORCID

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1 paper

Recent·Most cited

Phenotypic AI-based design of cell-specific small molecule cytotoxics

Gema Rojas-Granado, Marta Sánchez‐Soto, Jesús Calahorra, María Caballero, Israel Ramos, Martino Bertoni, Patrick Aloy

This paper designs cell-specific small molecule cytotoxics using AI, combining screening, machine learning, and reinforcement learning, resulting in validated compounds with improved hit discovery rates.

Communications Chemistry · May 20, 2026Peer-reviewedBioinformatics