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Individualized treatment response prediction of dialectical behavior therapy for borderline personality disorder using multimodal magnetic resonance imaging.

Mike M SchmitgenInga NiedtfeldRuth SchmittFalk ManckeDorina WinterChristian SchmahlSabine C Herpertz
Published in: Brain and behavior (2019)
This proof of principle study shows that it is possible to achieve good predictions of psychotherapy outcome to find the most valid predictors among numerous variables via using a random forest classification approach.
Keyphrases
  • borderline personality disorder
  • magnetic resonance imaging
  • machine learning
  • climate change
  • deep learning
  • pain management
  • contrast enhanced
  • diffusion weighted imaging