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Wen-Zhang Guo

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#explainable ai Open access Oct 2026

Reframing epidemic early warning: toward AI-native decision intelligence for public health governance

This work proposes reframing early warning as the perceptual foundation of AI-native decision intelligence for public health governance, and introduces ACCESS—integrating situational sensing, cognitive reasoning, scenario simulation, collective coordination, explainable accountability, and adaptive evolution.

Jiao-Jiao Wang, Quan-Yi Wang, Peng Yang et al. · 0 citations

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