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Haggar Elbashir

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#large language models Review Open access Sep 2026

Computational Approaches to Penicillin Allergy De-labelling: A Clinical Review

Penicillin allergy is recorded in roughly one in ten hospital patients, yet fewer than one in ten of those records reflects a real, clinically significant allergy. The mismatch matters: patients with a penicillin label receive more second-line and broader-spectrum antibiotics, with measurable downstream costs in infect...

S. Elkhalifa, Jack Devey, Abdulrahaman Al-Asali et al. · 0 citations

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