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Muhammad Tasnimul Hasan

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#large language models Open access Oct 2026

Beyond Mueller–Hinton Broth: A Scoping Review of Metabolic Context, Conditional Antibiotic Susceptibility, and Metabolism-Aware Antimicrobial Susceptibility Testing

Background. Standard antimicrobial susceptibility testing (AST) in Mueller–Hinton broth samples a single metabolic state, yet bacterial susceptibility in vivo depends on nutrient availability, host-derived metabolites, and spatial structure. The extent to which this mismatch produces clinically relevant errors in susce...

Muhammad Tasnimul Hasan · 0 citations

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