Advancing In-Hospital Clinical Deterioration Prediction Models.

Journal: American journal of critical care : an official publication, American Association of Critical-Care Nurses
Published Date:

Abstract

BACKGROUND: Early warning systems lack robust evidence that they improve patients' outcomes, possibly because of their limitation of predicting binary rather than time-to-event outcomes.

Authors

  • Alvin D Jeffery
    Alvin D. Jeffery is a medical informatics fellow at the US Department of Veterans Affairs, Tennessee Valley Health-care System, Nashville, Tennessee, and a postdoctoral research fellow, Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee. Mary S. Dietrich is a professor of statistics and measurement, Schools of Medicine (Biostatistics, Vanderbilt-Ingram Cancer Center, Psychiatry) and Nursing, Vanderbilt University. Daniel Fabbri is an assistant professor, Department of Biomedical Informatics, Vanderbilt University. Betsy Kennedy is a professor, School of Nursing, Vanderbilt University. Laurie L. Novak is an assistant professor and Joseph Coco is a senior application developer, Department of Biomedical Informatics, Vanderbilt University. Lorraine C. Mion is a professor, College of Nursing, The Ohio State University, Columbus, Ohio. alvinjeffery@gmail.com.
  • Mary S Dietrich
    Alvin D. Jeffery is a medical informatics fellow at the US Department of Veterans Affairs, Tennessee Valley Health-care System, Nashville, Tennessee, and a postdoctoral research fellow, Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee. Mary S. Dietrich is a professor of statistics and measurement, Schools of Medicine (Biostatistics, Vanderbilt-Ingram Cancer Center, Psychiatry) and Nursing, Vanderbilt University. Daniel Fabbri is an assistant professor, Department of Biomedical Informatics, Vanderbilt University. Betsy Kennedy is a professor, School of Nursing, Vanderbilt University. Laurie L. Novak is an assistant professor and Joseph Coco is a senior application developer, Department of Biomedical Informatics, Vanderbilt University. Lorraine C. Mion is a professor, College of Nursing, The Ohio State University, Columbus, Ohio.
  • Daniel Fabbri
    Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America.
  • Betsy Kennedy
    Alvin D. Jeffery is a medical informatics fellow at the US Department of Veterans Affairs, Tennessee Valley Health-care System, Nashville, Tennessee, and a postdoctoral research fellow, Department of Biomedical Informatics, Vanderbilt University, Nashville, Tennessee. Mary S. Dietrich is a professor of statistics and measurement, Schools of Medicine (Biostatistics, Vanderbilt-Ingram Cancer Center, Psychiatry) and Nursing, Vanderbilt University. Daniel Fabbri is an assistant professor, Department of Biomedical Informatics, Vanderbilt University. Betsy Kennedy is a professor, School of Nursing, Vanderbilt University. Laurie L. Novak is an assistant professor and Joseph Coco is a senior application developer, Department of Biomedical Informatics, Vanderbilt University. Lorraine C. Mion is a professor, College of Nursing, The Ohio State University, Columbus, Ohio.
  • Laurie L Novak
    Vanderbilt University Medical Center, Nashville, TN.
  • Joseph Coco
    Vanderbilt University Medical Center, Nashville, TN, United States.
  • Lorraine C Mion