MSDeepAMR: antimicrobial resistance prediction based on deep neural networks and transfer learning

IntroductionAntimicrobial resistance (AMR) is a global health problem that requires early and effective treatments to prevent the indiscriminate use of antimicrobial drugs and the outcome of infections. Mass Spectrometry (MS), and more particularly MALDI-TOF, have been widely adopted by routine clin...

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Bibliographic Details
Main Authors: Xaviera A. López-Cortés, José M. Manríquez-Troncoso, Ruber Hernández-García, Daniel Peralta
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-04-01
Series:Frontiers in Microbiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmicb.2024.1361795/full