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1
Toward Robust Machine Learning Models for MALDI-TOF MS: Novel Approaches for Mycobacterium abscessus Subspecies Identification

von Padial-Fuillerat, Erica ; Martínez-Manjón, Juan E. ; Zwir, Igor ; et al.

Journal of Proteome Research. 25(3):1305-1318
- View full text at ACS Publications
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2
AI-driven Generation of MALDI-TOF MS for Microbial Characterization

von Schmidt-Santiago, Lucía ; Rodríguez-Temporal, David ; Sevilla-Salcedo, Carlos ; et al.

Schlagworte: Machine Learning; Quantitative Methods
- View full text via Arxiv
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3
Automated web-based typing of Clostridioides difficile ribotypes via MALDI-TOF MS

von Blázquez-Sánchez, Mario ; Guerrero-López, Alejandro ; Candela, Ana ; et al.

BMC Bioinformatics. 26(1)
- Zum Volltext in PubMed Central
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4
Prediction of KPC-producing Klebsiella pneumoniae by MALDI-TOF MS, ensemble learning, and spectral peak annotation

von Rodriguez-Temporal, David ; Gutiérrez-Pareja, Mark ; Gordy, Garrett G. ; et al.

Journal of Clinical Microbiology ; ISSN 0095-1137 1098-660X
- View full text via BASE
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5
Analysis of high-molecular-weight proteins using MALDI-TOF MS and machine learning for the differentiation of clinically relevant Clostridioides difficile ribotypes

von Candela, Ana ; Rodriguez-Temporal, David ; Blázquez-Sánchez, Mario ; et al.

European Journal of Clinical Microbiology & Infectious Diseases. 44(2):417-425
- Zum Volltext (via ReDI)
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6
Characterization of an outbreak caused by Elizabethkingia miricola using Fourier-transform infrared (FTIR) spectroscopy

von Rodríguez-Temporal, David ; García-Cañada, Javier Enrique ; Candela, Ana ; et al.

European Journal of Clinical Microbiology & Infectious Diseases. 43(4):797-803
- Zum Volltext (via ReDI)
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7
Current Performance of MALDI–TOF Mass Spectrometry Databases for the Identification of Dermatophyte Species

von David Rodriguez-Temporal ; Daniel Adrados ; Ana Alastruey-Izquierdo ; et al.

Journal of Fungi ; Volume 11 ; Issue 5 ; Pages: 356

Schlagworte: dermatophytes; filamentous fungi; MALDI–TOF MS; identification
- View full text via BASE
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8
Multicenter evaluation of Fourier transform infrared (FTIR) spectroscopy as a first-line typing tool for carbapenemase-producing Klebsiella pneumoniae in clinical settings

von Ana Candela ; David Rodríguez-Temporal ; Pilar Lumbreras ; et al.

Journal of Clinical Microbiology, Vol 63, Iss 1 (2025)

Schlagworte: Fourier transform infrared spectroscopy; Klebsiella pneumoniae; bacterial typing; Microbiology; QR1-502
- View full text via BASE
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9
Identification of Nocardia and non‐tuberculous Mycobacterium species by MALDI‐TOF MS using the VITEK MS coupled to IVD and RUO databases

von David Rodríguez‐Temporal ; Margarita Estreya Zvezdánova ; Pablo Benedí ; et al.

Microbial Biotechnology, Vol 16, Iss 4, Pp 778-783 (2023)

Schlagworte: Biotechnology; TP248.13-248.65
- View full text via DOI
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10
Multicentre study on the reproducibility of MALDI-TOF MS for nontuberculous mycobacteria identification

von David Rodriguez-Temporal ; Fernando Alcaide ; Ivana Mareković ; et al.

Scientific Reports, Vol 12, Iss 1, Pp 1-7 (2022)

Schlagworte: Medicine; Science
- View full text via DOI
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11
Automatic Discrimination of Species within the Enterobacter cloacae Complex Using Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry and Supervised Algorithms

von Candela, Ana ; Guerrero-López, Alejandro ; Mateos, Miriam ; et al.

Candela, Ana; Guerrero-López, Alejandro; Mateos, Miriam; Gómez-Asenjo, Alicia; Arroyo, Manuel J; Hernandez-García, Marta; Del Campo, Rosa; Cercenado, Emilia; Cuénod, Aline; Méndez, Gema; Mancera, Luis; de Dios Caballero, Juan; Martínez-García, Laura; Gijón, Desirée; Morosini, María Isabel; Ruiz-Garbajosa, Patricia; Egli, Adrian; Cantón, Rafael; Muñoz, Patricia; Rodríguez-Temporal, David; Rodríguez-Sánchez, Belén (2023). Automatic Discrimination of Species within the Enterobacter cloacae Complex Using Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry and Supervised Algorithms. Journal of Clinical Microbiology, 61(4):e0104922.

Schlagworte: Institute of Medical Microbiology; 570 Life sciences; biology; 610 Medicine & health
- View full text via BASE
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12
Determination of the ability of matrix-assisted laser desorption ionization time-of-flight mass spectrometry to identify high-biofilm-producing strains

von David Rodríguez-Temporal ; Rafael Díez ; Marta Díaz-Navarro ; et al.

Frontiers in Microbiology, Vol 13 (2023)

Schlagworte: biofilm; MALDI-TOF MS; mass spectrometry; classification; crystal violet; Staphylococcus aureus; Microbiology; QR1-502
- View full text via BASE
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13
Rapid Discrimination of Pseudomonas aeruginosa ST175 Isolates Involved in a Nosocomial Outbreak Using MALDI-TOF Mass Spectrometry and FTIR Spectroscopy Coupled with Machine Learning

von Candela, Ana ; Arroyo, Manuel J. ; Sánchez-Cueto, María ; et al.

Transboundary and Emerging Diseases ; volume 2023, page 1-11 ; ISSN 1865-1682 1865-1674
- View full text via BASE
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14
Identification of Mycobacterium abscessus Subspecies by MALDI-TOF Mass Spectrometry and Machine Learning

von Rodríguez-Temporal, David ; Herrera, Laura ; Alcaide, Fernando ; et al.

Journal of Clinical Microbiology ; volume 61, issue 1 ; ISSN 0095-1137 1098-660X
- View full text via BASE
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15
Rapid and Reproducible MALDI-TOF-Based Method for the Detection of Vancomycin-Resistant Enterococcus faecium Using Classifying Algorithms

von Candela, Ana ; Arroyo, Manuel J. ; Sánchez Molleda, Ángela ; et al.

Schlagworte: Enterococci; Vancomycin resistance; MALDI-TOF; Mass spectrometry; Peak analysis; Enfermedades infecciosas; 3205.05 Enfermedades Infecciosas
- View full text via BASE
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16
Multicentre study on the reproducibility of MALDI-TOF MS for nontuberculous mycobacteria identification

von Rodriguez Temporal, David ; Alcaide Fernández de Vega, Fernando ; Mareković, Ivana ; et al.

Articles publicats en revistes (Fonaments Clínics)

Schlagworte: Malalties del pulmó; Bacteris patògens; Pulmonary diseases; Pathogenic bacteria
- View full text via BASE
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17
Multicentre study on the reproducibility of MALDI-TOF MS for nontuberculous mycobacteria identification

von Rodriguez-Temporal, David ; Alcaide, Fernando ; Mareković, Ivana ; et al.

Schlagworte: Clinical microbiology; Infectious-disease diagnostics
- View full text via BASE
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18
Multicenter evaluation of rapid BACpro® II for the accurate identification of microorganisms directly from blood cultures using MALDI-TOF MS

von Oviaño, Marina ; Ingebretsen, André ; Steffensen, Anne Katrine ; et al.

2075-4418.
- View full text via BASE
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19
MARISMa: MALDI-TOF Acquisition Repository of Infectious Species at Marañón

von Schmidt-Santiago, Lucía ; López-Mareca, Inés ; Blázquez-Sánchez, Mario ; et al.

Schlagworte: MALDI-TOF; Mass spectrometry; Pathogen identification; Microbiology; Infectious diseases; Bacteria; Fungi; Mycobacteria; Bruker
- View full text via BASE
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20
MALDI-TOF (MALDI Biotyper) Filamentous Fungi Database

von Rodriguez-Temporal, David ; Rodriguez-Sanchez, Belen ; Zvezdanova, Margarita Estreya Nikolaeva

Schlagworte: MALDI-TOF; Mass Spectrometry; Mycology; Microbiology
- View full text via BASE
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21
Evaluation of MALDI biotyper interpretation criteria for accurate identification of nontuberculous mycobacteria

von Rodriguez Temporal, David ; Rodríguez-Sánchez, Belén ; Alcaide Fernández de Vega, Fernando

Articles publicats en revistes (Patologia i Terapèutica Experimental)

Schlagworte: Micobacteris; Desorció-ionització amb làser assistit per matriu; Genètica; Mycobacteria; Matrix-assisted laser desorption-ionization; Genetics
- View full text via BASE
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22
Evaluation of MALDI Biotyper Interpretation Criteria for Accurate Identification of Nontuberculous Mycobacteria

von Rodriguez-Temporal, David ; Rodríguez-Sánchez, Belén ; Alcaide, Fernando ; et al.

Journal of Clinical Microbiology ; volume 58, issue 10 ; ISSN 0095-1137 1098-660X
- View full text via BASE
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23
Analysis of high-molecular-weight proteins using MALDI-TOF MS and machine learning for the differentiation of clinically relevant Clostridioides difficile ribotypes

von Candela, Ana ; Rodríguez-Temporal, David ; Blázquez-Sánchez, Mario ; et al.

Schlagworte: Clostridioides difficile; MALDI-TOF MS; Machine learning; Ribotyping; journal article
- Zum Volltext über OAIster
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24
Multicenter evaluation of Fourier transform infrared (FTIR) spectroscopy as a first-line typing tool for carbapenemase-producing Klebsiella pneumoniae in clinical settings

von Candela, Ana ; Rodríguez-Temporal, David ; Lumbreras, Pilar ; et al.

Schlagworte: Fourier transform infrared spectroscopy; Klebsiella pneumoniae; Bacterial typing; journal article
- Zum Volltext über OAIster
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25
Evaluation of Two Protein Extraction Protocols Based on Freezing and Mechanical Disruption for Identifying Nontuberculous Mycobacteria by Matrix-Assisted Laser Desorption Ionization–Time of Flight Mass Spectrometry from Liquid and Solid Cultures

von Rodriguez-Temporal, David ; Perez-Risco, Daniel ; Struzka, Eduardo A. ; et al.

Journal of Clinical Microbiology ; volume 56, issue 4 ; ISSN 0095-1137 1098-660X
- View full text via BASE
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