Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events.

Journal: Studies in health technology and informatics
Published Date:

Abstract

BACKGROUND: Patients with major adverse cardiovascular events (MACE) such as myocardial infarction or stroke suffer from frequent hospitalizations and have high mortality rates. By identifying patients at risk at an early stage, MACE can be prevented with the right interventions.

Authors

  • Michael Schrempf
    Steiermärkische Krankenanstaltengesellschaft m. b. H., Graz, Austria.
  • Diether Kramer
    Steiermärkische Krankenanstaltengesellschaft m.b.H. (KAGes), Graz, Austria.
  • Stefanie Jauk
    CBmed, Graz, Austria.
  • Sai P K Veeranki
    Steiermärkische Krankenanstaltengesellschaft m. b. H., Graz, Austria.
  • Werner Leodolter
    Steiermärkische Krankenanstaltengesellschaft m.b.H. (KAGes), Graz, Austria.
  • Peter P Rainer
    Medical University of Graz, Graz, Austria.