Natural Language Processing in Psychiatry and Clinical Neuroscience Research

2udix 06/10/2023 Publications

Special issue of Biological Psychiatry with a Commentary by Matthew M. Nour and Quentin J.M. Huys

Commentary can be accessed here.

Full issue can be accessed via this link.

Recent publications

Computational Mechanisms Underlying Multi-Step Planning Deficits in Methamphetamine Use Disorder03/10/2024

Current theories suggest individuals with methamphetamine use disorder (iMUDs) havedifficulty considering long-term outcomes in decision-making, which could contribute to risk ofrelapse. Aversive interoceptive states (e.g., stress, withdrawal) are also known…

Safety and efficacy of a modular digital psychotherapy for social anxiety: A randomized controlled trial03/10/2024

Background: Social anxiety disorder is a common mental health condition characterized by an intense fear of social situations which can lead to significant impairment in daily life. Cognitive behavioral therapy…

Delay discounting correlates with depression but does not predict relapse after antidepressant discontinuation03/10/2024

Background: Approximately one third of people with major depressive disorder experience a relapse within six months of discontinuing antidepressant medication (ADM), however, reliable predictors of relapse following ADM discontinuation are…

Towards a consensus roadmap for a new diagnostic framework for mental disorders03/10/2024

Current nosology claims to separate mental disorders into distinct categories that do not overlap with each other. This nosological separation is not based on underlying pathophysiology but on convention-based clustering…

Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter26/09/2024

Background:Mood disorders involve a complex interplay between multifaceted internal emotional states, and complex external inputs. Dynamical systems theory suggests that this interplay between aspects of moods and environmental stimuli may…