Designing Optimal Mortality Risk Prediction Scores that Preserve Clinical Knowledge

19 Nov 2014Natalia M. ArzenoKarla A. LawsonSarah V. DuzinskiHaris Vikalo

Many in-hospital mortality risk prediction scores dichotomize predictive variables to simplify the score calculation. However, hard thresholding in these additive stepwise scores of the form "add x points if variable v is above/below threshold t" may lead to critical failures... (read more)

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