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Efficiently Predicting Vancomycin Resistance of Enterococcus Faecium From MALDI-TOF MS Spectra Using a Deep Learning-Based Approach

Matrix-assisted laser desorption ionization time-of-flight (MALDI-TOF) mass spectrometry (MS) has recently become a useful analytical approach for microbial identification. The presence and absence of specific peaks on MS spectra are commonly used to identify the bacterial species and predict antibi...

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Detalles Bibliográficos
Autores principales: Wang, Hsin-Yao, Hsieh, Tsung-Ting, Chung, Chia-Ru, Chang, Hung-Ching, Horng, Jorng-Tzong, Lu, Jang-Jih, Huang, Jia-Hsin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231590/
https://www.ncbi.nlm.nih.gov/pubmed/35756017
http://dx.doi.org/10.3389/fmicb.2022.821233