Development of a Machine Learning-Based Prescriptive Tool to Address Racial Disparities in Access to Care After Penetrating Trauma.

Journal: JAMA surgery
PMID:

Abstract

IMPORTANCE: The use of artificial intelligence (AI) in clinical medicine risks perpetuating existing bias in care, such as disparities in access to postinjury rehabilitation services.

Authors

  • Anthony Gebran
    - University of Pittsburgh Medical Center, Department of Surgery - Pittsburgh - PA - Estados Unidos.
  • Sumiran S Thakur
    Massachusetts Institute of Technology, Cambridge, MA.
  • Lydia R Maurer
    Department of Surgery, Massachusetts General Hospital, Boston, MA.
  • Hari Bandi
    Massachusetts Institute of Technology, Cambridge.
  • Robert Sinyard
    Division of Trauma, Emergency Surgery, and Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Boston, MA.
  • Ander Dorken-Gallastegi
  • Mary Bokenkamp
    Division of Trauma, Emergency Surgery, and Surgical Critical Care, Department of Surgery, Massachusetts General Hospital, Boston.
  • Mohamad El Moheb
    Division of Trauma, Emergency Surgery, and Surgical Critical Care, Massachusetts General Hospital, Boston, Massachusetts.
  • Leon Naar
    Department of Surgery, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
  • Annita Vapsi
    Massachusetts Institute of Technology, Cambridge, MA.
  • Dania Daye
    Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Charlestown, MA, USA. Electronic address: ddaye@mgh.harvard.edu.
  • George C Velmahos
    Massachusetts General Hospital & Harvard Medical School, Boston, MA.
  • Dimitris Bertsimas
    Dimitris Bertsimas, Jack Dunn, Colin Pawlowski, John Silberholz, Alexander Weinstein, and Ying Daisy Zhuo, Massachusetts Institute of Technology, Cambridge; Eddy Chen, Massachusetts General Hospital Cancer Center; Harvard Medical School; Aymen A. Elfiky, Dana-Farber Cancer Institute; Brigham and Women's Hospital; Harvard Medical School, Boston, MA.
  • Haytham M A Kaafarani
    Massachusetts General Hospital & Harvard Medical School, Boston, MA.