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Designing a Clinical Decision Support Tool That Leverages Machine Learning for Suicide Risk Prediction: Development Study in Partnership With Native American Care Providers.

Emily E HarozFiona GrubinNovalene GoklishShardai PiocheMary CwikAllison BarlowEmma WaughJason UsherMatthew C LenertColin G Walsh
Published in: JMIR public health and surveillance (2021)
Suicide risk prediction algorithms show promise, but implementation to guide clinical care remains relatively elusive. Our study demonstrates the utility of working with partners to develop and guide the operationalization of risk prediction algorithms to enhance clinical care in a community setting.
Keyphrases
  • machine learning
  • healthcare
  • quality improvement
  • clinical decision support
  • palliative care
  • deep learning
  • big data
  • affordable care act
  • hepatitis c virus
  • men who have sex with men