Displaying results 1 - 3 of 3
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Increase in Pneumonia Cases as an Early Indicator of Severe and Pandemic Influenza Outbreak
Content Type: Abstract
Objective To enable the early detection of pandemic influenza, we have designed a system to differentiate between severe and mild influenza outbreaks. Historic information about previous pandemics suggested the evaluation of two… read more… expected influenza season. Methods Data are collected by ESSENCE (Electronic Surveillance System for the Early … for the Early Notification of Community-Based Epidemics (ESSENCE II), J Urban Health, Vol. 80(2 Suppl 1):i32–42. … -
Hybrid Probabilistic Modeling and Automated Data Fusion for Biosurveillance Applications
Content Type: Abstract
The increased threat of bioterrorism and naturally occurring diseases, such as pandemic influenza, continually forces public health authorities to review methods for evaluating data and reports. The objective of bio-surveillance is to automatically… read more… for the Early Notification of Community-Based Epidemics (ESSENCE) system. These data include records of classified … information is potentially available to the user via the ESSENCE interface or sources available via the internet. Our … -
Implementation and Comparison of Preprocessing Methods for Biosurveillance Data
Content Type: Abstract
Modern biosurveillance relies on multiple sources of both prediagnostic and diagnostic data, updated daily, to discover disease outbreaks. Intrinsic to this effort are two assumptions: (1) the data being analyzed contain early indicators… read more… Aberration Reporting System; ED, emergency department; ESSENCE, Electronic Surveillance Systems for the Early …