What health records data are required for accurate prediction of suicidal behavior?

Journal: Journal of the American Medical Informatics Association : JAMIA
PMID: 31529095

Abstract

OBJECTIVE: The study sought to evaluate how availability of different types of health records data affect the accuracy of machine learning models predicting suicidal behavior.

Authors

  • Gregory E Simon
    Kaiser Permanente Washington Health Research Institute, Seattle, WA, United States of America.
  • Susan M Shortreed
    Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.
  • Eric Johnson
    Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.
  • Rebecca C Rossom
    HealthPartners Institute, Minneapolis, Minnesota, USA.
  • Frances L Lynch
    Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon, USA.
  • Rebecca Ziebell
    Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.
  • And Robert B Penfold
    Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.

Keywords

External Resources

Popular Topics
Recent Journals