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J Am Med Inform Assoc 16:855-863 doi:10.1197/jamia.M2647
  • Original Investigation

Bayesian Information Fusion Networks for Biosurveillance Applications

Table 3

ESSENCE Alerts Compared with BN Probabilities

Time Period Uninterrupted ESSENCE Alerts p-Value < 0.01 Uninterrupted ESSENCE Alerts p-Value < 0.05 Uninterrupted Intervals BN Probability > 35%

  • 5/1/05–9/30/05

  • Spring and summer

 3 10 1

  • 10/1/05–12/1/05

  • Start of cold season

 2 5 1

  • 12/2/05–/12006

  • Influenza season

 6 8 5

  • 4/2/06–5/1/06

  • Post-influenza

 0 0 0
5/1/05–5/1/06 11 23 7

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