Practical comparison of aberration detection algorithms for biosurveillance systems

J. Biomed. Informatics, pp. 446-455, 2015.

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Keywords:
Aberration detectionAlgorithmBiosurveillanceControl chartPoisson regression

Abstract:

National syndromic surveillance systems require optimal anomaly detection methods. For method performance comparison, we injected multi-day signals stochastically drawn from lognormal distributions into time series of aggregated daily visit counts from the U.S. Centers for Disease Control and Prevention's BioSense syndromic surveillance s...More

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