Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence.

Journal: Journal of the American Medical Informatics Association : JAMIA
PMID: 38860521

Abstract

OBJECTIVE: To address challenges in large-scale electronic health record (EHR) data exchange, we sought to develop, deploy, and test an open source, cloud-hosted app "listener" that accesses standardized data across the SMART/HL7 Bulk FHIR Access application programming interface (API).

Authors

  • Andrew J McMurry
    Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, United States.
  • Daniel I Gottlieb
    Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, United States.
  • Timothy A Miller
    Boston Children's Hospital, 300 Longwood Avenue, Boston, MA 02115, United States; Harvard Medical School, 25 Shattuck St, Boston, MA 02115, United States.
  • James R Jones
    Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, United States.
  • Ashish Atreja
    Innovation Technology, UC Davis Health, Rancho Cordova, CA 95670, United States.
  • Jennifer Crago
    Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, IN 46202, United States.
  • Pankaja M Desai
    Department of Internal Medicine, Rush University Medical Center, Chicago, IL 60612, United States.
  • Brian E Dixon
    Regenstrief Institute, Indianapolis, IN, USA.
  • Matthew Garber
    Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, United States.
  • Vladimir Ignatov
    Computational Health Informatics Program, Boston Children's Hospital, Boston, MA 02215, United States.
  • Lyndsey A Kirchner
    CDC Foundation, Atlanta, GA 30308, United States.
  • Philip R O Payne
    Institute for Informatics, Data Science and Biostatistics, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.
  • Anil J Saldanha
    Department of Health Innovation, Rush University Medical Center, Chicago, IL 60612, United States.
  • Prabhu R V Shankar
    School of Medicine, Davis Health University of California Sacramento California USA.
  • Yauheni V Solad
    Innovation Technology, UC Davis Health, Rancho Cordova, CA 95670, United States.
  • Elizabeth A Sprouse
    Double Lantern Informatics, Atlanta, GA 30305, United States.
  • Michael Terry
    Google Health, Palo Alto, California.
  • Adam B Wilcox
    Institute for Informatics, Data Science, and Biostatistics, Washington University School of Medicine in St Louis, St Louis, MO 63110, United States.
  • Kenneth D Mandl
    Harvard Medical School, Boston, MA, USA.

Keywords

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