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Insights into Care Management of Major Depressive Disorder: Upstream Engagement Methods Identify Unmet Needs in Psychiatry

 

In this poster you will learn:

  • Artificial intelligence and machine learning (AI/ML) capabilities hold potential to substantially transform efficiency in healthcare and precision medicine.
  • Even the most high-performing AI/ML models are often shelved due to limited clinical relevance in real-world settings
  • Applying upstream stakeholder engagement methods before model development enables identification of unforeseen needs for more targeted concept development that increase downstream value.
  • We demonstrate the utility of upstream qualitative research to reveal unanticipated needs and to test a priori hypotheses for model development.