Development and Validation of a Deep Learning Model for Detection of Allergic Reactions Using Safety Event Reports Across Hospitals.

Journal: JAMA network open
PMID: 33196805

Abstract

IMPORTANCE: Although critical to patient safety, health care-related allergic reactions are challenging to identify and monitor.

Authors

  • Jie Yang
    Key Laboratory of Development and Maternal and Child Diseases of Sichuan Province, Department of Pediatrics, Sichuan University, Chengdu, China.
  • Liqin Wang
    Brigham and Women's Hospital, Boston, MA, USA.
  • Neelam A Phadke
    Harvard Medical School, Boston, Massachusetts.
  • Paige G Wickner
    Harvard Medical School, Boston, Massachusetts.
  • Christian M Mancini
    Harvard Medical School, Boston, Massachusetts.
  • Kimberly G Blumenthal
    Harvard Medical School, Boston, Massachusetts.
  • Li Zhou
    School of Education, China West Normal University, Nanchong, Sichuan, China.

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