A machine learning ensemble to predict treatment outcomes following an Internet intervention for depression.

Journal: Psychological medicine
PMID:

Abstract

BACKGROUND: Some Internet interventions are regarded as effective treatments for adult depression, but less is known about who responds to this form of treatment.

Authors

  • Rahel Pearson
    Department of Psychology, Institute for Mental Health Research, University of Texas at Austin, Austin, TX, USA.
  • Derek Pisner
    Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin, United States.
  • Björn Meyer
    Gaia AG, Hamburg, Germany.
  • Jason Shumake
    Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin, United States.
  • Christopher G Beevers
    Department of Psychology, University of Texas at Austin, Austin, TX, USA.