Generative Artificial Intelligence-based Surveillance for Avian Influenza Across a Statewide Healthcare System.

Among all 2024 emergency department visits for acute respiratory illness or conjunctivitis across a statewide healthcare system (n = 13 494), generative artificial intelligence-based surveillance with adjunctive human review rapidly and cost-effectively identified patients with potential avian influenza exposure. Generative artificial intelligence-based approaches may offer a promising opportunity for expanding public health surveillance in clinical settings.