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Integrating a Machine Learning System Into Clinical Workflows: Qualitative Study.

Sahil SandhuAnthony L LinNathan BrajerJessica SperlingWilliam RatliffArmando D BedoyaSuresh BaluCara O'BrienMark P Sendak
Published in: Journal of medical Internet research (2020)
This study generated insights into how frontline clinicians perceived machine learning models and the barriers to integrating them into clinical workflows. These findings can inform future efforts to implement machine learning interventions in real-world settings and maximize the adoption of these interventions.
Keyphrases
  • machine learning
  • physical activity
  • artificial intelligence
  • big data
  • deep learning
  • depressive symptoms
  • mental health
  • quality improvement