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M. Bromirski

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Open access Sep 2026

Rapid Species-Level Classification of Urinary Pathogens from Raw LC-MS/MS Signals Using Machine Learning

These results show that raw LC-MS/MS spectra contain sufficient biological information for direct microbial diagnosis, establishing an analytical framework for clinical mass spectrometry and positions raw signal inference as a promising direction for next-generation diagnostic mass spectrometry.

Simon J. Pelletier, Antoine Lacombe-Rastoll, Florence Roux-Dalvai et al. · 0 citations

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