Risk inventory and mitigation actions for AI in medical imaging-a qualitative study of implementing standalone AI for screening mammography.

Journal: BMC health services research
Published Date: Jul 30, 2025

Abstract

BACKGROUND: Recent prospective studies have shown that AI may be integrated in double-reader settings to increase cancer detection. The ScreenTrustCAD study was conducted at the breast radiology department at the Capio S:t Göran Hospital where AI is now implemented in clinical practice. This study reports on how the hospital prepared by exploring risks from an enterprise risk management perspective, i.e., applying a holistic and proactive perspective, and developed risk mitigation actions.

Authors

  • Annika Gerigoorian
    Department of Industrial Economics and Management, KTH Royal Institute of Technology, Stockholm, Sweden.
  • Maha Kloub
    Department of Industrial Economics and Management, KTH Royal Institute of Technology, Stockholm, Sweden.
  • Karin Dembrower
    Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden.
  • Mats Engwall
    Department of Industrial Economics and Management, KTH Royal Institute of Technology, Stockholm, Sweden.
  • Fredrik Strand
    Department of Oncology and Pathology, Karolinska Institute, Stockholm, Sweden.

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