Machine Learning Approach for Candida albicans Fluconazole Resistance Detection Using Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry

Candida albicans causes life-threatening systemic infections in immunosuppressed patients. These infections are commonly treated with fluconazole, an antifungal agent targeting the ergosterol biosynthesis pathway. Current Antifungal Susceptibility Testing (AFST) methods are time-consuming and are of...

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Detalles Bibliográficos
Publicado en:Front Microbiol
Autores principales: Delavy, Margot, Cerutti, Lorenzo, Croxatto, Antony, Prod’hom, Guy, Sanglard, Dominique, Greub, Gilbert, Coste, Alix T.
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2020
Materias:
Microbiology
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6971193/
https://ncbi.nlm.nih.gov/pubmed/32010083
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmicb.2019.03000
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