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The Role of Artificial Intelligence Model Documentation in Translational Science: Scoping Review.

Tracey A BreretonMomin M MalikMark A LifsonJason D GreenwoodKevin Jerrold PetersonShauna M Overgaard
Published in: Interactive journal of medical research (2023)
Resolving barriers to translation is critical for MMS to deliver on expectations, including those barriers identified in this scoping review related to bias, accountability, governance, and explainability. Our findings suggest that transparent strategic documentation, aligning translational science and regulatory science, will support the translation of MMS by coordinating communication and reporting and reducing translational barriers, thereby furthering the adoption of MMS.
Keyphrases
  • artificial intelligence
  • electronic health record
  • public health
  • machine learning
  • big data
  • deep learning
  • advance care planning
  • adverse drug
  • transcription factor