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Schematic representation of data streams used for epidemic modeling. Data streams vary by geographic and temporal resolution, as well as demographic differentiation and global reach. The epidemic modeling community would benefit from having real-time clinical surveillance data at the city or hospital level. Abbrevaitions: CDC, Centers for Disease Control and Prevention; WHO, World Health Organization.
