Can machine-learning methods really help predict suicide?

Journal: Current opinion in psychiatry
Published Date:

Abstract

PURPOSE OF REVIEW: In recent years there has been interest in the use of machine learning in suicide research in reaction to the failure of traditional statistical methods to produce clinically useful models of future suicide. The current review summarizes recent prediction studies in the suicide literature including those using machine learning approaches to understand what value these novel approaches add.

Authors

  • Catherine M McHugh
    Brain and Mind Centre, University of Sydney.
  • Matthew M Large
    School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.