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Electronic Surveillance System for the Early Notification of Community-Based Epidemics (ESSENCE): Overview, Components, and Public Health Applications.

Howard S BurkomWayne LoschenRichard WojcikRekha HoltryMonika PunjabiMartina SiwekSheri Lewis
Published in: JMIR public health and surveillance (2021)
With emerging high-consequence communicable diseases and other health conditions, the continued user requirement-driven enhancements of ESSENCE demonstrate an adaptable disease surveillance capability focused on the everyday needs of public health. The challenge of a live system for widely distributed users with multiple different data sources and high throughput requirements has driven a novel, evolving architecture design.
Keyphrases
  • public health
  • high throughput
  • global health
  • electronic health record
  • drinking water
  • big data
  • healthcare
  • mental health
  • machine learning
  • risk assessment
  • neural network
  • deep learning
  • data analysis
  • health promotion