Artificial intelligence-assisted clinical decision support for childhood asthma management: A randomized clinical trial.

Journal: PloS one
Published Date: Aug 2, 2021

Abstract

RATIONALE: Clinical decision support (CDS) tools leveraging electronic health records (EHRs) have been an approach for addressing challenges in asthma care but remain under-studied through clinical trials.

Authors

  • Hee Yun Seol
    Community Pediatrics and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, USA.
  • Pragya Shrestha
    Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Joy Fladager Muth
    Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Chung-Il Wi
    Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minn; Asthma Epidemiology Research Unit, Mayo Clinic, Rochester, Minn.
  • Sunghwan Sohn
    Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, USA.
  • Euijung Ryu
    Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA.
  • Miguel Park
    Division of Allergic Diseases, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Kathy Ihrke
    Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Sungrim Moon
    Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, United States.
  • Katherine King
    Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Philip Wheeler
    Precision Population Science Lab, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Bijan Borah
    Department of Health Service Research, Mayo Clinic, Rochester, Minnesota, United States of America.
  • James Moriarty
    Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Jordan Rosedahl
    Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Hongfang Liu
    Department of Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, United States.
  • Deborah B McWilliams
    Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Young J Juhn
    Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minn; Asthma Epidemiology Research Unit, Mayo Clinic, Rochester, Minn. Electronic address: Juhn.young@mayo.edu.

Keywords

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