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pandemic-surveillance

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taggarttufte / aixbio-hackathon-2026

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Multi-signal pandemic surveillance: attention-based signals (Google Trends, Wikipedia) decay 5-23x across COVID-19 waves but not across flu seasons. Wastewater (NWSS) is the only signal robust across the emerging-disease lifecycle. Apart Research AIxBio Hackathon submission, April 2026.

influenza anomaly-detection covid-19 digital-epidemiology apart-research early-warning wastewater-epidemiology pandemic-surveillance multi-signal-fusion
  • Updated May 14, 2026
  • Python

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