RAPID IDENTIFICATION OF BLOODSTREAM INFECTION PATHOGENS AND DRUG RESISTANCE USING RAMAN SPECTROSCOPY ENHANCED BY CONVOLUTIONAL NEURAL NETWORKS

Rapid identification of bloodstream infection pathogens and drug resistance using Raman spectroscopy enhanced by convolutional neural networks

Bloodstream infections (BSIs) are a critical medical concern, characterized by elevated morbidity, mortality, extended hospital stays, substantial healthcare costs, and diagnostic challenges.The clinical outcomes for patients with BSI can be markedly improved through the prompt identification of the causative pathogens and their susceptibility to a

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