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More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA.

David LyellYing WangEnrico W CoieraFarah Magrabi
Published in: Journal of the American Medical Informatics Association : JAMIA (2023)
Safety problems with ML devices involve more than algorithms, highlighting the need for a whole-of-system approach to safe implementation with a special focus on how users interact with devices.
Keyphrases
  • machine learning
  • deep learning
  • healthcare
  • primary care
  • mental health
  • quality improvement