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Species-specific discrimination of bacterial biofilms using a ratiometric fluorescence sensor array and machine learning

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Biofilms are intricate bacterial communities encased in a self-produced extracellular matrix (ECM) of DNA, lipids, proteins, and polysaccharides. The diverse ECM composition across bacterial species significantly influences the progression of biofilm-associate... ...