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M. Sannathimmappa

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#small language model Review Open access Sep 2026

A scoping review of artificial intelligence applications for mpox preparedness, prediction, prevention, and surveillance in the era of emerging epidemics

A scoping review following the PRISMA Extension for Scoping Reviews (PRISMA-ScR) framework found AI shows promise in augmenting mpox preparedness, prediction, prevention, and surveillance, but most tools remain at a proof-of-concept stage.

M. Sannathimmappa, Vinod Nambiar, S. Satti · 0 citations
Review Open access Sep 2026

Large language models for clinical decision support in infectious disease diagnosis and antimicrobial prescribing: a scoping review

This scoping review is the first scoping review to focus specifically on large language models at the intersection of infectious-disease diagnosis and antimicrobial prescribing, rather than on artificial intelligence in medicine broadly.

M. Sannathimmappa · 0 citations

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