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Vinod Nambiar

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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

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