Development of Electronic Health Record-Based Prediction Models for 30-Day Readmission Risk Among Patients Hospitalized for Acute Myocardial Infarction.

Journal: JAMA network open
Published Date: Jan 4, 2021

Abstract

IMPORTANCE: In the US, more than 600 000 adults will experience an acute myocardial infarction (AMI) each year, and up to 20% of the patients will be rehospitalized within 30 days. This study highlights the need for consideration of calibration in these risk models.

Authors

  • Michael E Matheny
    Vanderbilt University School of Medicine, Nashville, TN.
  • Iben Ricket
    Departments of Epidemiology and Biomedical Data Science, Dartmouth Geisel School of Medicine, Hanover, New Hampshire.
  • Christine A Goodrich
    Departments of Epidemiology and Biomedical Data Science, Dartmouth Geisel School of Medicine, Hanover, New Hampshire.
  • Rashmee U Shah
    Division of Cardiovascular Medicine, University of Utah School of Medicine, Salt Lake City.
  • Meagan E Stabler
    Departments of Epidemiology and Biomedical Data Science, Dartmouth Geisel School of Medicine, Hanover, New Hampshire.
  • Amy M Perkins
    Deparment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.
  • Chad Dorn
    Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
  • Jason Denton
    Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
  • Bruce E Bray
    Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, USA.
  • Ram Gouripeddi
    Department of Biomedical Informatics, University of Utah School of Medicine, Salt Lake City.
  • John Higgins
    Dartmouth College, Hanover, NH, USA.
  • Wendy W Chapman
    School of Medicine, University of Utah, Salt Lake City, Utah, US.
  • Todd A MacKenzie
    Department of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States.
  • Jeremiah R Brown
    Departments of Epidemiology and Biomedical Data Science, Dartmouth Geisel School of Medicine, Hanover, New Hampshire.

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