457 citations · 561 across the 8 of their papers we have counts for
Showing 2015Show all
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stat.AP2015★ 72 cited
Cloud-based Electronic Health Records for Real-time, Region-specific Influenza Surveillance
Mauricio Santillana, Andre Nguyen, Tamara Louie +4
Accurate real-time monitoring systems of influenza outbreaks help public health officials make informed decisions that may help save lives. We show that information extracted from…
stat.AP2015★ 457 cited
Combining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance
Mauricio Santillana, Andre T. Nguyen, Mark Dredze +2
We present a machine learning-based methodology capable of providing real-time ("nowcast") and forecast estimates of influenza activity in the US by leveraging data from multiple d…