Author

Lucía Bravo-Antón

Universidad Carlos III de Madrid

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:C. elegans· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Research Focus:variant calling· 1

Frequent Co-Authors

Alejandro Guerrero-LópeziD· 1 shared Belén Rodríguez‐SáncheziD· 1 shared Carlos Sevilla-SalcedoiD· 1 shared David Rodríguez‐TemporaliD· 1 shared Lucía Schmidt-SantiagoiD· 1 shared Mario Blázquez‐SáncheziD· 1 shared Vanessa Gómez-VerdejoiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperMicrobiology

Alejandro Guerrero-LópezORCID

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintOct 29, 2024

Robust machine learning for Clostridioides difficile typing from mass spectrometry via data augmentation

Alejandro Guerrero-López, Mario Blázquez‐Sánchez, Lucía Bravo-Antón…·Vanessa Gómez-Verdejo

This study improves ML-based C. difficile typing from MALDI-TOF MS spectra by using data augmentation to reduce performance variability across different experimental conditions.

1 citation

C. elegansmetagenomics

𝕏 PostBluesky