Resampling to address inequities in predictive modeling of suicide deaths.

Journal: BMJ health & care informatics
Published Date: Apr 1, 2022

Abstract

OBJECTIVE: Improve methodology for equitable suicide death prediction when using sensitive predictors, such as race/ethnicity, for machine learning and statistical methods.

Authors

  • Majerle Reeves
    Department of Applied Mathematics, University of California Merced, Merced, California, USA mreeves3@ucmerced.edu.
  • Harish S Bhat
    Department of Applied Mathematics, University of California Merced, Merced, California, USA.
  • Sidra Goldman-Mellor
    Department of Public Health, University of California Merced, Merced, California, USA.

Keywords

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