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Machine Learning Algorithms for Classification of MALDI-TOF MS Spectra from Phylogenetically Closely Related Species Brucella melitensis, Brucella abortus and Brucella suis

(1) Background: MALDI-TOF mass spectrometry (MS) is the gold standard for microbial fingerprinting, however, for phylogenetically closely related species, the resolution power drops down to the genus level. In this study, we analyzed MALDI-TOF spectra from 44 strains of B. melitensis, B. suis and B....

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Detalles Bibliográficos
Autores principales: Dematheis, Flavia, Walter, Mathias C., Lang, Daniel, Antwerpen, Markus, Scholz, Holger C., Pfalzgraf, Marie-Theres, Mantel, Enrico, Hinz, Christin, Wölfel, Roman, Zange, Sabine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9416640/
https://www.ncbi.nlm.nih.gov/pubmed/36014076
http://dx.doi.org/10.3390/microorganisms10081658