Barriers and solutions to the adoption of translational tools for computational psychiatry

Lower Levels of Directed Exploration and Reflective Thinking Are Associated With Greater Anxiety and Depression

(2022) Ryan Smith et al.   Frontiers in Psychiatry

Conditioned hallucinations and prior over-weighting are state-sensitive markers of hallucination susceptibility

(2022) Eren Kafadar et al.   BIOLOGICAL PSYCHIATRY

Rational inattention in mice

(2022) Nikola Grujic et al.   Science Advances

Effects of digital game-based STEM education on students’ learning achievement: a meta-analysis

(2022) Liang-Hui Wang et al.   International Journal of STEM Education

Using a simulation centre to evaluate preliminary acceptability and impact of an artificial intelligence-powered clinical decision support system for depression treatment on the physician–patient interaction

(2021) David Benrimoh et al.   BJPsych Open

Greater decision uncertainty characterizes a transdiagnostic patient sample during approach-avoidance conflict: a computational modelling approach

(2021) Ryan Smith et al.   JOURNAL OF PSYCHIATRY & NEUROSCIENCE

Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods

(2021) Milad Haghani et al.   Journal of Choice Modelling

Evaluating the perceived utility of an artificial intelligence-powered clinical decision support system for depression treatment using a simulation center

(2021) Myriam Tanguay-Sela et al.   PSYCHIATRY RESEARCH

Association Between Failures in Perceptual Updating and the Severity of Psychosis in Schizophrenia

(2021) Sonia Bansal et al.   JAMA Psychiatry

Computational Predictions for OCD Pathophysiology and Treatment: A Review

(2021) Krisztina Szalisznyó et al.   Frontiers in Psychiatry

Realizing the Clinical Potential of Computational Psychiatry: Report From the Banbury Center Meeting, February 2019

(2020) Michael Browning et al.   BIOLOGICAL PSYCHIATRY

Paranoia as a deficit in non-social belief updating

(2020) Erin J Reed et al.   eLife

Advances in the computational understanding of mental illness

(2020) Quentin J. M. Huys et al.   NEUROPSYCHOPHARMACOLOGY

Imprecise action selection in substance use disorder: Evidence for active learning impairments when solving the explore-exploit dilemma

(2020) Ryan Smith et al.   DRUG AND ALCOHOL DEPENDENCE

Are adult stressful life events associated with psychotic relapse? A systematic review of 23 studies

(2020) Natasha Martland et al.   PSYCHOLOGICAL MEDICINE

A Bayesian computational model reveals a failure to adapt interoceptive precision estimates across depression, anxiety, eating, and substance use disorders

(2020) Ryan Smith et al.   PLoS Computational Biology

Deep learning for the prediction of treatment response in depression

(2020) Letizia Squarcina et al.   JOURNAL OF AFFECTIVE DISORDERS

The Two Cultures of Computational Psychiatry

(2019) Daniel Bennett et al.   JAMA Psychiatry

Hallucinations both in and out of context: An active inference account

(2019) David Benrimoh et al.   PLoS One

An Active Inference Approach to Dissecting Reasons for Nonadherence to Antidepressants

(2019) Ryan Smith et al.   Biological Psychiatry-Cognitive Neuroscience and Neuroimaging

A Perceptual Inference Mechanism for Hallucinations Linked to Striatal Dopamine

(2018) Clifford M. Cassidy et al.   CURRENT BIOLOGY

Special issue on ecological validity and cognitive assessment

(2017) Deirdre R. Dawson et al.   NEUROPSYCHOLOGICAL REHABILITATION

Computational psychiatry as a bridge from neuroscience to clinical applications

(2016) Quentin J M Huys et al.   NATURE NEUROSCIENCE

Shift toward prior knowledge confers a perceptual advantage in early psychosis and psychosis-prone healthy individuals

(2015) Christoph Teufel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

(2014) Philipp Schwartenbeck et al.   CEREBRAL CORTEX

Computational approaches to psychiatry

(2014) Klaas Enno Stephan et al.   CURRENT OPINION IN NEUROBIOLOGY

Uncertainty in perception and the Hierarchical Gaussian Filter

(2014) Christoph D. Mathys et al.   Frontiers in Human Neuroscience