Estimation of Baseline Serum Creatinine with Machine Learning.

Journal: American journal of nephrology
PMID: 34569522

Abstract

INTRODUCTION: Comparing current to baseline serum creatinine is important in detecting acute kidney injury. In this study, we report a regression-based machine learning model to predict baseline serum creatinine.

Authors

  • Erina Ghosh
    Philips Research North America, Cambridge, MA, USA.
  • Larry Eshelman
    Philips Research North America, Cambridge, MA, USA.
  • Stephanie Lanius
    Philips Research North America, Cambridge, MA, USA.
  • Emma Schwager
    Philips Research North America, Cambridge, MA, USA.
  • Kalyan S Pasupathy
    Mayo Clinic Rochester, MN.
  • Erin F Barreto
    Department of Pharmacy, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA.
  • Kianoush Kashani
    Division of Nephrology and Hypertension.

Keywords

External Resources

Popular Topics
Recent Journals