Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra
Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Ana Candela, Marta Hernández-García, Emilia Cercenado, Pablo M. Olmos, Rafael Cantón, Patricia Muñóz, Vanessa Gómez-Verdejo, Rosa del Campo, Belén Rodríguez‐Sánchez
Topics & Concepts
Computer scienceHyperparameterPreprocessorKlebsiella pneumoniaeMatrix-assisted laser desorption/ionizationArtificial intelligenceData pre-processingIdentification (biology)Machine learningData miningBiologyChemistryDesorptionBiochemistryBotanyAdsorptionEscherichia coliOrganic chemistryGeneBacterial Identification and Susceptibility TestingMetabolomics and Mass Spectrometry StudiesAntibiotic Resistance in Bacteria