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M. K. Mirzaei

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Review Open access Sep 2026

Hydrogel-based local delivery of bacteriophages for infection control: a systematic review of in vivo evidence.

BACKGROUND Localized biofilm-associated infections such as chronic wounds, osteomyelitis, and implant infections remain difficult to treat with systemic antibiotics amid rising resistance. Hydrogel delivery may enhance bacteriophage (phage) therapy by protecting phages, prolonging residence, and enabling controlled rel...

N. Walter, Christoph Brochhausen, T. El Khassawna et al. · 0 citations
#small language model Open access Aug 2026

Performance of large language models as a source of clinical information on bacteriophage therapy

A hybrid model in which LLMs generate draft patient information that is subsequently refined by clinical experts is presented, particularly in rapidly evolving therapeutic domains lacking standardized educational resources, to address antimicrobial resistance.

N. Walter, D. Amanatullah, L. Debarbieux et al. · 0 citations

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