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Review Open access Sep 2026

Closed-loop artificial intelligence agents for animal epidemic prediction and decision support in livestock farming: a review

Animal diseases continuously threaten livestock production and public health, yet current surveillance approaches remain largely passive and fragmented. Conventional artificial intelligence models typically function as open-loop predictors, delivering static outputs that fail to accommodate the dynamic operational need...

Yu-Zhi Wang, Ying-Tong Zhou, Li-Yu Li et al. · 0 citations

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