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Computational modelling of reinforcement learning and functional neuroimaging of probabilistic reversal for dissociating compulsive behaviours in gambling and cocaine use disorders.

Katharina ZühlsdorffJuan Verdejo-RománLuke ClarkNatalia Albein-UriosCarles Soriano-MasRudolf N CardinalTrevor W RobbinsJeffrey W DalleyAntonio Verdejo-GarcíaJonathan W Kanen
Published in: BJPsych open (2023)
Using a computational approach, we show that individuals with gambling disorder and cocaine use disorder differed in their perseverative tendencies and in how they tracked value neurally, which has implications for psychiatric classification.
Keyphrases
  • machine learning
  • mental health
  • deep learning
  • obsessive compulsive disorder