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Using machine learning to increase access to and engagement with trauma-focused interventions for posttraumatic stress disorder.

Ariella P Lenton-BrymAlexis CollinsJeanine E M LaneCarlos BussoJessica OuyangSkye S FitzpatrickJanice R KuoCandice M Monson
Published in: The British journal of clinical psychology (2024)
We propose that AI may be utilized to (1) assess treatment fidelity; (2) elucidate novel predictors of treatment dropout and outcomes; and (3) facilitate patient engagement with the tasks of therapy, including therapy practice. Potential avenues for technological advancements are also considered.
Keyphrases
  • posttraumatic stress disorder
  • healthcare
  • physical activity
  • type diabetes
  • working memory
  • risk assessment
  • metabolic syndrome
  • replacement therapy
  • deep learning
  • smoking cessation
  • trauma patients