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Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models.
Michael B. Mayhew
Brenden K. Petersen
Ana Paula Sales
John D. Greene
Vincent X. Liu
Todd S. Wasson
Published in:
J. Biomed. Informatics (2018)
Keyphrases
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mixture model
gaussian mixture model
probabilistic model
expectation maximization
generative model
density estimation
statistical analysis
mixture modeling
data mining
k means
surveillance system
electronic medical record