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Building an Interactive Geospatial Visualization Application for National Health Care-Associated Infection Surveillance: Development Study.

Shuai ZhengJonathan R EdwardsMargaret A DudeckPrachi R PatelLauren WattenmakerMuzna MirzaSheri Chernetsky TejedorKent LemoineAndrea L BeninDaniel A Pollock
Published in: JMIR public health and surveillance (2021)
CDC NHSN statisticians, data analysts, and subject matter experts identified opportunities to extend the use of geospatial methods and tools to NHSN data and provided the impetus to develop NHSNViz. The development effort proceeded iteratively, with the developer adding or enhancing functionality and including additional data sets in a series of prototype versions, each of which incorporated user feedback. The initial production version of NHSNViz provides a new geospatial analytic resource built in accordance with CDC user requirements and extensible to additional users and uses in subsequent versions.
Keyphrases
  • electronic health record
  • healthcare
  • big data
  • cell cycle
  • public health
  • quality improvement
  • machine learning
  • artificial intelligence
  • social media