Role of Data Aggregation in Biosurveillance Detection Strategies with Applications from ESSENCE

Abstract

These results indicate that a biosurveillance system can provide a substantial alerting-timeliness advantage over traditional public health monitoring for certain outbreaks. Comparative analyses of individual algorithm results indicate further achievable improvement in sensitivity and specificity.