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arxiv: 1512.03990 · v1 · pith:JQD3VL2Ynew · submitted 2015-12-13 · 📊 stat.AP · stat.ML

Cloud-based Electronic Health Records for Real-time, Region-specific Influenza Surveillance

classification 📊 stat.AP stat.ML
keywords healthreal-timecloud-basedelectronichelpinfluenzainformationoutbreaks
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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 cloud-based electronic health records databases, in combination with machine learning techniques and historical epidemiological information, have the potential to accurately and reliably provide near real-time regional predictions of flu outbreaks in the United States.

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