Direct Antimicrobial Resistance Prediction from clinical MALDI-TOF mass spectra using Machine Learning
C. Weis, A. Cuenod, B. Rieck, F. Llinares-Lopez, O. Dubuis, S. Graf, C. Lang, M. Oberle, M. Brackmann, K. K. Soegaard, M. Osthoff, K. Borgwardt, A. Egli
This study uses machine learning to predict antimicrobial resistance from MALDI-TOF mass spectra, achieving high AUROC values and showing potential to improve clinical treatment decisions.
bioRxiv · Jul 30, 2020Microbiology