Efficiency and Quality of Generative AI-Assisted Radiograph Reporting.

Journal: JAMA network open
Published Date:

Abstract

IMPORTANCE: Diagnostic imaging interpretation involves distilling multimodal clinical information into text form, a task well-suited to augmentation by generative artificial intelligence (AI). However, to our knowledge, impacts of AI-based draft radiological reporting remain unstudied in clinical settings.

Authors

  • Jonathan Huang
    Department of Neurological Surgery, Northwestern University Feinberg School of Medicine, Division of Pediatric Neurosurgery, Ann and Robert H. Lurie Children's Hospital, Chicago, Illinois, USA.
  • Matthew T Wittbrodt
    Research & Development, Northwestern Medicine Information Services, Chicago, Illinois.
  • Caitlin N Teague
    Research & Development, Northwestern Medicine Information Services, Chicago, Illinois.
  • Eric Karl
    Research & Development, Northwestern Medicine Information Services, Chicago, Illinois.
  • Galal Galal
    Research and Development, Northwestern Medicine Information Services, Chicago.
  • Michael Thompson
    Childrens Healthcare of Atlanta.
  • Ajay Chapa
    Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Ming-Lun Chiu
    Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Bradley Herynk
    Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Richard Linchangco
    Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Ali Serhal
    Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • J Alex Heller
    From the School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta (O.T.I., M.B.P., A.Q.J., A.D., A.O.B.); Division of Cardiology (S.D., T.D.M., L.K.) and Department of Bioengineering and Therapeutic Sciences (S.R.), University of California, San Francisco; and Department of Anesthesiology and Department of Biomedical Engineering, Northwestern University, Chicago, IL (M.E., J.A.H.).
  • Samir F Abboud
    Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
  • Mozziyar Etemadi
    From the School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta (O.T.I., M.B.P., A.Q.J., A.D., A.O.B.); Division of Cardiology (S.D., T.D.M., L.K.) and Department of Bioengineering and Therapeutic Sciences (S.R.), University of California, San Francisco; and Department of Anesthesiology and Department of Biomedical Engineering, Northwestern University, Chicago, IL (M.E., J.A.H.).