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Developing EHR-driven heart failure risk prediction models using CPXR(Log) with the probabilistic loss function.

Vahid TaslimitehraniGuozhu DongNaveen L. PereiraMaryam PanahiazarJyotishman Pathak
Published in: J. Biomed. Informatics (2016)
Keyphrases
  • loss function
  • empirical risk
  • probabilistic model
  • heart failure
  • prediction error
  • decision making
  • pairwise
  • support vector
  • similarity measure
  • statistical analysis
  • risk minimization
  • bayes rule