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Author

Ayissha Pavakopethan

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Review Open access Jul 2026

AI-based epidemic early warning using social media and search engine signals: A scoping review

Background Early detection of infectious disease outbreaks is essential for timely public health response. Artificial intelligence (AI) combined with digital traces from social media and search engines may strengthen epidemic early warning systems (EWS). Objective To map how AI-based EWS use social media and search eng...

Amir Bayat, Ayissha Pavakopethan, Nadine Kashmar et al. · 0 citations

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