MicrobiologybioRxiv
Fast and accurate bacterial species identification in biological samples using LC-MS/MS mass spectrometry and machine learning
F. Roux-Dalvai, C. Gotti, M. Leclercq…·A. Droit
This paper develops a method using LC-MS/MS and machine learning to rapidly identify bacterial species in clinical samples without culture, achieving 97% accuracy for UTI pathogens.
DOI 10.1074/mcp.tir119.001559