articleNature MedicineJan 1, 2022Closed access

Direct antimicrobial resistance prediction from clinical MALDI-TOF mass spectra using machine learning

CWCaroline WeisACAline CuénodBRBastian RieckODOlivier DubuisSGSusanne Graf

SIB Swiss Institute of Bioinformatics · ETH Zurich · +5 more institutions

PubMed
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Abstract

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Topics & keywords

Topics
Keywords
  • Antimicrobial
  • Antibiotic resistance
  • Antimicrobial stewardship
  • Machine learning
  • Klebsiella pneumoniae
  • Artificial intelligence
  • Antibiotics
  • Matrix-assisted laser desorption/ionization
UN Sustainable Development Goals
  • Good health and well-being
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