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Manuel J. Arroyo

clover bioanalytical software s.l

11H-index
34Paper Count
289Citation Count
Published Papers 18
Publication Date
Toward Robust Machine Learning Models for MALDI-TOF MS: Novel Approaches for Mycobacterium abscessus Subspecies Identification
err2026-02-09
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errErica Padial-Fuillerat; Juan E. Martínez-Manjón; Igor Zwir; Manuel J. Arroyo; Mario Blázquez-Sánchez; David Rodríguez-Temporal; Belén Rodríguez; Luis Mancera; Coral del Val
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Integrating Machine Learning and Molecular Methods for Trichophyton indotineae Identification and Resistance Profiling Using MALDI-TOF Spectra
err2025-09-30
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errVittorio Ivagnes; Elena De Carolis; Carlotta Magrì; Manuel J. Arroyo; Giacomina Pavan; Anna Cristina Maria Prigitano; Anuradha Chowdhary; Maurizio Sanguinetti
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Multicenter evaluation of Fourier transform infrared (FTIR) spectroscopy as a first-line typing tool for carbapenemase-producing Klebsiella pneumoniae in clinical settings
err2025-01-31
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errCandela, Ana; Rodriguez-Temporal, David; Lumbreras, Pilar; Guijarro-Sanchez, Paula; Arroyo, Manuel J.; Vazquez, Fernando; Beceiro, Alejandro; Bou, German; Munoz, Patricia; Oviano, Marina; Fernandez, Javier; Rodriguez-Sanchez, Belen
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Analysis of high-molecular-weight proteins using MALDI-TOF MS and machine learning for the differentiation of clinically relevant Clostridioides difficile ribotypes
err2024-12-17
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PREAI
errCandela, Ana; Rodriguez-Temporal, David; Blazquez-Sanchez, Mario; Arroyo, Manuel J.; Marin, Mercedes; Alcala, Luis; Bou, German; Rodriguez-Sanchez, Belen; Oviano, Marina
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POC device for rapid oral pH determination based on a smartphone platform
err2024-02-14
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errArroyo, Manuel J.; Escobedo, Pablo; Ruiz-Garcia, Isidoro; Palma, Alberto J.; Santoyo, Francisco; Ortega-Munoz, Mariano; Capitan-Vallvey, Luis Fermin; Erenas, Miguel M.
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Discrimination between hypervirulent and non-hypervirulent ribotypes of Clostridioides difficile by MALDI-TOF mass spectrometry and machine learning
err2023-09-18
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errAbdrabou, Ahmed Mohamed Mostafa; Sy, Issa; Bischoff, Markus; Arroyo, Manuel J.; Becker, Soeren L.; Mellmann, Alexander; von Mueller, Lutz; Gaertner, Barbara; Berger, Fabian K.
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Rapid Discrimination of Pseudomonas aeruginosa ST175 Isolates Involved in a Nosocomial Outbreak Using MALDI-TOF Mass Spectrometry and FTIR Spectroscopy Coupled with Machine Learning
err2023-09-07
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errCandela, Ana; Arroyo, Manuel J.; Sanchez-Cueto, Maria; Marin, Mercedes; Cercenado, Emilia; Mendez, Gema; Munoz, Patricia; Mancera, Luis; Rodriguez-Temporal, David; Rodriguez-Sanchez, Belen
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Direct Detection of Carbapenemase-Producing Klebsiella pneumoniae by MALDI-TOF Analysis of Full Spectra Applying Machine Learning
err2023-06-20
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errGato, Eva; Arroyo, Manuel J.; Mendez, Gema; Candela, Ana; Rodino-Janeiro, Bruno Kotska; Fernandez, Javier; Rodriguez-Sanchez, Belen; Mancera, Luis; Arca-Suarez, Jorge; Beceiro, Alejandro; Bou, German; Oviano, Marina
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Automatic Discrimination of Species within the Enterobacter cloacae Complex Using Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry and Supervised Algorithms
err2023-04-20
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errCandela, Ana; Guerrero-Lopez, Alejandro; Mateos, Miriam; Gomez-Asenjo, Alicia; Arroyo, Manuel J.; Hernandez-Garcia, Marta; del Campo, Rosa; Cercenado, Emilia; Cuenod, Aline; Mendez, Gema; Mancera, Luis; Caballero, Juan de Dios; Martinez-Garcia, Laura; Gijon, Desiree; Morosini, Maria Isabel; Munoz, Patricia; Egli, Adrian; Canton, Rafael; Munoz, Patricia; Rodriguez-Temporal, David; Rodriguez-Sanchez, Belen
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Identification of Mycobacterium abscessus Subspecies by MALDI-TOF Mass Spectrometry and Machine Learning
err2023-01-26
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errRodriguez-Temporal, David; Herrera, Laura; Alcaide, Fernando; Domingo, Diego; Hery-Arnaud, Genevieve; van Ingen, Jakko; Van den Bossche, An; Ingebretsen, Andre; Beauruelle, Clemence; Terschlusen, Eva; Boarbi, Samira; Vila, Neus; Arroyo, Manuel J.; Mendez, Gema; Munoz, Patricia; Mancera, Luis; Ruiz-Serrano, Maria Jesus; Rodriguez-Sanchez, Belen
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Ultrasensitive and rapid identification of ESRI developer- and piperacillin/tazobactam-resistant Escherichia coli by the MALDIpiptaz test
err2022-08-28
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errRodriguez Villodres, Angel; Galvez Benitez, Lydia; Arroyo, Manuel J.; Mendez, Gema; Mancera, Luis; Vila Dominguez, Andrea; Lepe Jimenez, Jose Antonio; Smani, Younes
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Capillary microfluidic platform for sulfite determination in wines
err2022-05-01
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errArroyo, Manuel J. J.; Orbe-Paya, Ignacio de; Ortega-Munoz, Mariano; Vilar-Tenorio, Jose; Gallego, David J.; Mohr, Gerhard J.; Captain-Vallvey, Luis Fermain; Erenas, Miguel M.
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Detection of azole resistance in Aspergillus fumigatus complex isolates MALDI-TOF mass
err2022-02-01
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errEstreya Zvezdanova, Margarita; Arroyo, Manuel J.; Mendez, Gema; Candela, Ana; Mancera, Luis; Garcia Rodriguez, Julio; Lozano Serra, Julia; Jimenez, Rosa; Lozano, Inmaculada; Castro, Carmen; Lopez, Concepcion; Munoz, Patricia; Guinea, Jesus; Escribano, Pilar; Rodriguez-Sanchez, Belen
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Rapid and Reproducible MALDI-TOF-Based Method for the Detection of Vancomycin-Resistant Enterococcus faecium Using Classifying Algorithms
err2022-01-27
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errCandela, Ana; Arroyo, Manuel J.; Sanchez-Molleda, Angela; Mendez, Gema; Quiroga, Lidia; Ruiz, Adrian; Cercenado, Emilia; Marin, Mercedes; Munoz, Patricia; Mancera, Luis; Rodriguez-Temporal, David; Rodriguez-Sanchez, Belen
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Multicenter Performance Evaluation of MALDI-TOF MS for Rapid Detection of Carbapenemase Activity in Enterobacterales: The Future of Networking Data Analysis With Online Software
err2022-01-27
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errGato, Eva; Anantharajah, Ahalieyah; Arroyo, Manuel J.; Artacho, Maria Jose; Caballero, Juan de Dios; Candela, Ana; Chudejova, Katerina; Constanso, Ignacio Pedro; Elias, Cristina; Fernandez, Javier; Jimenez, Jesus; Lumbreras, Pilar; Mendez, Gema; Mulet, Xavier; Perez-Palacios, Patricia; Rodriguez-Sanchez, Belen; Canton, Rafael; Hrabak, Jaroslav; Mancera, Luis; Martinez-Martinez, Luis; Oliver, Antonio; Pascual, Alvaro; Verroken, Alexia; Bou, German; Oviano, Marina
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Occurrence of the p019 Gene in the blaKPC-Harboring Plasmids: Adverse Clinical Impact for Direct Tracking of KPC-Producing Klebsiella pneumoniae by Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry
err2021-07-19
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errGato, Eva; Pedro Constanso, Ignacio; Kotska Rodino-Janeiro, Bruno; Guijarro-Sanchez, Paula; Alioto, Tyler; Jesus Arroyo, Manuel; Mendez, Gema; Mancera, Luis; Gut, Marta; Gut, Ivo; Alvarez-Tejado, Miguel; Bou, German; Oviano, Marina
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An Improved Matrix-Assisted Laser Desorption Ionization-Time of Flight Mass Spectrometry Data Analysis Pipeline for the Identification of Carbapenemase-Producing Klebsiella pneumoniae
err2021-06-18
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errGato, Eva; Pedro Constanso, Ignacio; Candela, Ana; Galan, Fatima; Kotska Rodino-Janeiro, Bruno; Jesus Arroyo, Manuel; Mendez, Gema; Mancera, Luis; Alioto, Tyler; Gut, Marta; Gut, Ivo; Alvarez-Tejado, Miguel; Rodriguez-Sanchez, Belen; Bou, German; Oviano, Marina
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Thread based microfluidic platform for urinary creatinine analysis
err2020-02-01
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errArroyo, Manuel J.; Erenas, Miguel M.; de Orbe-Paya, Ignacio; Cantrell, Kevin; Dobado, Jose A.; Ballester, Pablo; Blondeau, Pascal; Salinas-Castillo, Alfonso; Fermin Capitan-Vallvey, Luis
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