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  • 标题:Evaluation of Temporal Aberration Detection Methods in New York City Syndromic Data
  • 作者:Robert Mathes ; Mental Hygiene, Queens, NY, United States ; Ramona Lall
  • 期刊名称:Online Journal of Public Health Informatics
  • 电子版ISSN:1947-2579
  • 出版年度:2014
  • 卷号:6
  • 期号:1
  • 语种:English
  • 出版社:University of Illinois at Chicago
  • 摘要:The New York City (NYC) syndromic surveillance system has been monitoring syndromes from city emergency department (ED) visits for over a decade. We applied four aberration detection methodologies to a time series of ED visits in NYC spiked with synthetic outbreaks. Among the methods tested, performance varied by outbreak type and size; sudden large one-day spikes in cases were the most commonly detected, although sensitivity was low. The methods tested did not perform well; variability in method performance by outbreak type suggests multiple methods may be ideal for detecting different outbreak features.
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