MALDI-TOF MS Using a Custom-Made Database, Biomarker Assignment, or Mathematical Classifiers Does Not Differentiate Shigella spp. and Escherichia coli - van den Beld, Maaike J. C.; Rossen, John W. A.; Evers, Noah; Kooistra-Smid, Mirjam A. M. D.; Reubsaet, Frans A. G. (Microorganisms (Basel), 2022)
Keywords: Acids; Algorithms; Bacteria; biomarker assignment; Biomarkers; Classification; custom-made database; diagnostic techniques; E coli; EIEC; Escherichia coli; Exports; Identification; Ionization; Ions; Learning algorithms; Machine learning; MALDI-TOF MS; Mass spectrometry; Mass spectroscopy; Mathematical analysis; Mathematical models; matrix-assisted laser desorption-ionization mass spectrometry; pathotypes; Principal components analysis; Shigella; Shigella spp; Taxonomy; Virulence; Germany; MALDI-TOF MS; Shigella spp; EIEC; machine-learning classifiers; Escherichia coli; custom-made database; biomarker assignment