Predicting local COVID-19 emergences: A time-series classification approach and value of data from social media, search engines, and neighbouring regions.

BACKGROUND: Early warning for known infectious disease threats use methods that focus on detection of outbreaks, often at large geographical scales. However, earlier warning, specifically at the onset of disease emergence (i.e., first case(s)) and at…

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