Cross-trial prediction in psychotherapy: External validation of the Personalized Advantage Index using machine learning in two Dutch randomized trials comparing CBT versus IPT for depression

Suzanne C. Van Bronswijk*, Sanne J E Bruijniks, Lorenzo Lorenzo-Luaces, Robert J Derubeis, Lotte H.J.M. Lemmens, Frenk P.M.L. Peeters, Marcus J.H. Huibers

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Original languageEnglish
Pages (from-to)1-14
Number of pages14
JournalPsychotherapy Research
DOIs
Publication statusE-pub ahead of print - 23 Sep 2020

Keywords

  • depression
  • cognitive behavioural therapy
  • interpersonal psychotherapy
  • precision medicine
  • prediction
  • external validation
  • MODELS
  • REGULARIZATION
  • IMPUTATION
  • SELECTION
  • THERAPY

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