Stain-free Gram staining classification of pathogensviasingle-cell Raman spectroscopy combined with machine learning

Gram staining (GS) is one of the most routine pathogen diagnosing operations. A rapid Gram feature prediction method based on single-cell Raman spectroscopy skips the tedious staining process and promotes the accuracy and efficiency for diagnosis.