Chapter

Secondary Analysis of Electronic Health Records

pp 315-324

Open Access This content is freely available online to anyone, anywhere at any time.

Date:

Mortality Prediction in the ICU

  • Joon LeeAffiliated withMassachusetts Institute of Technology
  • , Joel A. DubinAffiliated withMassachusetts Institute of Technology
  • , David M. MasloveAffiliated withMassachusetts Institute of Technology

Summary

This case study describes how to construct mortality prediction models using typical clinical data available in MIMIC-II. Several predictive models are utilized and compared.

Keywords

Outcome prediction Predictive analytics Data-driven prognosis