Repurposing MALDI-TOF MS for effective antibiotic resistance screening in Staphylococcus epidermidis using machine learning

Topics

Staphylococcus epidermidis · MALDI-TOF MS · matrix-assisted laser desorption/ionization time-of-flight mass spectrometry · antimicrobial resistance profiling · nosocomial pathogen · machine learning · antimicrobial susceptibility testing · feature selection · AUROC · AUPRC · Shapley Additive exPlanations · protein biomarkers · external validation · rapid resistance screening · predictive models

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Pepkio Research Index (PRI). Topics and Trends in Most Cited Antimicrobial Resistance in Staphylococcus Papers, Class of 2026. https://pri.pepkio.com/top-papers/antimicrobial-resistance-in-staphylococcus/2026. Accessed 2026-07-22.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459