Author

B. Rodriguez-Sanchez

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· 6

Signature Assays, Organisms & Methods

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Assay:proteomics· 4 Research Focus:cell type annotation· 3 Research Focus:clustering· 3 Approach:machine learning (classical)· 3 Organism:bacteria (other)· 2 Research Focus:benchmarking· 2 Research Focus:differential expression· 2 Organism:human· 2

Frequent Co-Authors

P. Munoz· 5 shared G. Mendez· 4 shared L. Mancera· 4 shared M. J. Arroyo· 4 shared A. Candela· 3 shared D. Rodriguez-Temporal· 3 shared E. Cercenado· 3 shared A. Guerrero-Lopez· 2 shared

Activity by Year

2020-2022 · peak 4/yr

Co-Author Collaboration Network

10 top collaborators · 43 mutual co-author links

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5 shared papersMicrobiology

P. Munoz

Mutual co-authors in cluster

Author profile →

6 papers

Recent·Most cited

Identification of Mycobacterium abscessus subspecies by MALDI-TOF Mass Spectrometry and Machine Learning

D. Rodriguez-Temporal, L. Herrera-Leon, F. Alcaide, D. Domingo, N. Vila-Olmo, M. J. Arroyo, G. Mendez, P. Munoz, L. Mancera, M. J. Ruiz-Serrano, B. Rodriguez-Sanchez

This study uses MALDI-TOF MS and machine learning to accurately identify subspecies of Mycobacterium abscessus complex with 95.8% accuracy.

bioRxiv · Jul 28, 2022Microbiology

Automatic discrimination of species within the Enterobacter cloacae complex using MALDI-TOF Mass Spectrometry and supervised algorithms

A. Candela, A. Guerrero-Lopez, M. Mateos, A. Gomez Asenjo, M. J. Arroyo, M. Hernandez-Garcia, R. del Campo, E. Cercenado, A. Cuenod, G. Mendez, L. Mancera, J. d. D. Caballero, L. Martinez-Garcia, D. Gijon, M. I. Morosini, , B. Rodriguez-Sanchez

This paper develops machine learning models using MALDI-TOF MS data to accurately differentiate species within the Enterobacter cloacae complex.

bioRxiv · Nov 2, 2021 · 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

Rapid and reproducible MALDI-TOF-based method for detection Vancomycin-resistant Enterococcus faecium using classifying algorithms

A. Candela, M. J. Arroyo, A. Sanchez-Molleda, G. Mendez, D. Rodriguez-Temporal, L. Quiroga, A. Ruiz, E. Cercenado, M. Marin, P. Munoz, L. Mancera, B. Rodriguez-Sanchez

This study evaluates MALDI-TOF MS for detecting vancomycin-resistant Enterococcus faecium using classification algorithms, achieving 77.53-86.65% accuracy in distinguishing resistance types.

bioRxiv · Jun 23, 2021Microbiology

Evaluation of the rapidBACpro(R) II kit for the rapid identification of microorganisms directly from blood cultures using MALDI-TOF MS

M. Oviano, A. Ingebretsen, A. K. Steffensen, A. Croxatto, G. Prod'hom, L. Quiroga, G. Bou, G. Greub, B. Rodriguez-Sanchez

This study evaluates the rapidBACpro(R) II kit for identifying microorganisms from blood cultures using MALDI-TOF MS, finding high species-level accuracy, especially for Gram-positive bacteria.

bioRxiv · Jan 25, 2021 · PreprintMicrobiology

Discrimination among Cryptococcus deneoformans, C. neoformans and interspecies hybrids using MALDI-TOF Mass Spectrometry

M. E. Zvezdanova, M. J. Arroyo, G. Mendez, J. Guinea, L. Mancera, P. Munoz, B. Rodriguez-Sanchez, P. Escribano

This study uses MALDI-TOF MS with an in-house library to distinguish between Cryptococcus species and hybrids, achieving 100% accuracy for two species but not hybrids.

bioRxiv · Mar 13, 2020 · PreprintMicrobiology