Author

V. Gomez-Verdejo

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· 2

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Assay:proteomics· 1

Frequent Co-Authors

A. Candela· 2 shared A. Guerrero-Lopez· 2 shared P. M. Olmos· 2 shared P. Munoz· 2 shared A. Belenguer-Llorens· 1 shared B. Rodriguez Sanchez· 1 shared B. Rodriguez-Sanchez· 1 shared C. Sevilla Salcedo· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersMicrobiology

A. Candela

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Author profile →

2 papers

Recent·Most cited

Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS

M. Sanchez-Blazquez, A. Guerrero-Lopez, A. Candela, A. Belenguer-Llorens, J. M. Moreno, C. Sevilla Salcedo, M. Sanchez-Cueto, M. J. Arroyo, M. Gutierrez-Pareja, V. Gomez-Verdejo, P. M. Olmos, L. Mancera, P. Munoz, M. Marin, L. Alcala, , B. Rodriguez Sanchez

This paper develops automated tools using MALDI-TOF MS and machine learning to accurately classify C. difficile ribotypes from clinical isolates.

bioRxiv · Jan 24, 2024 · PreprintMicrobiology

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra

A. Guerrero-Lopez, C. Sevilla-Salcedo, A. Candela, M. Hernandez-Garcia, E. Cercenado, P. M. Olmos, R. Canton, P. Munoz, V. Gomez-Verdejo, R. del Campo, B. Rodriguez-Sanchez

This paper introduces a Bayesian model to predict antibiotic resistance in Klebsiella pneumoniae using MALDI-TOF mass spectra, outperforming existing methods by avoiding preprocessing and hyperparameter tuning.

bioRxiv · Oct 4, 2021 · PreprintMicrobiology