A la carte, Streptococcus pneumoniae capsular typing: using MALDI-TOF mass spectrometry and machine learning algorithms as complementary tools for the determination of PCV13 serotypes and the most prevalent NON PCV13 serotypes according to Argentina's epidemiology.
J. Zintgraff, M. F. Rocca, N. S. Eluchans, L. Irazu, M. Moscoloni, C. S. Lara, M. Santos
This paper evaluates MALDI-TOF MS combined with machine learning for serotyping S. pneumoniae isolates in Argentina, achieving moderate accuracy in identifying PCV13 and non-PCV13 serotypes.
bioRxiv · Dec 22, 2022 · PreprintMicrobiology