Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra
A. Guerrero-Lopez, C. Sevilla-Salcedo, A. Candela, M. Hernandez-Garcia, E. Cercenado, P. M. Olmos, R. Canton, P. Munoz, V. Gomez-Verdejo, R. del Campo, B. Rodriguez-Sanchez
This paper introduces a Bayesian model to predict antibiotic resistance in Klebsiella pneumoniae using MALDI-TOF mass spectra, outperforming existing methods by avoiding preprocessing and hyperparameter tuning.
bioRxiv · Oct 4, 2021 · PreprintMicrobiology