Lessons in machine learning model deployment learned from sepsis.

Journal: Med (New York, N.Y.)
Published Date:

Abstract

In three recent and related publications, researchers from Johns Hopkins University and Bayesian Health report results from implementing and prospectively evaluating the Targeted Real-time Early Warning System (TREWS) for sepsis at five hospitals..

Authors

  • Patrick G Lyons
    Department of Medicine, Division of Pulmonary and Critical Care Medicine, Washington University School of Medicine in St Louis, 660 South Euclid Avenue, MSC 8052-43-14, St. Louis, MO 63110-1010, USA; Healthcare Innovation Lab, BJC HealthCare, St Louis, MO, USA.
  • Karandeep Singh
    Department of Internal Medicine and School of Information, University of Michigan, Ann Arbor, Michigan.