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Frontiers in Psychiatry|July 17, 2023
Suicide prevention and ketamine: insights from computational modelingColleen E Charlton, Povilas Karvelis, Roger S McIntyre, et al.
Computer Methods and Programs in Biomedicine|March 22, 2023
Development of prediction models for one-year brain tumour survival using machine learning: a comparison of accuracy and interpretabilityColleen E Charlton, Michael T C Poon, Paul M Brennan, et al.
Schizophrenia (Heidelberg, Germany)|November 26, 2022
Atypical prediction error learning is associated with prodromal symptoms in individuals at clinical high risk for psychosisColleen E Charlton, Jennifer R Lepock, Daniel J Hauke, et al.
Network Neuroscience (Cambridge, Mass.)|May 27, 2024
Computational approaches to treatment response prediction in major depression using brain activity and behavioral data: A systematic reviewPovilas Karvelis, Colleen E Charlton, Shona G Allohverdi, et al.
Psychopharmacology|November 5, 2025
Divergent effects of ketamine and psilocybin on EEG power spectral density in a mismatch negativity paradigmMilad Soltanzadeh, Zheng Wang, Shona G Allohverdi, et al.
Imaging Neuroscience (Cambridge, Mass.)|August 13, 2025
Localizing hierarchical prediction errors and precisions during an oddball task with volatility: Computational insights and relationship with psychosocial functioning in healthy individualsColleen E Charlton, Daniel J Hauke, Michelle Wobmann, et al.
Human Brain Mapping|January 14, 2026
Neural Dynamics of Social Cognition: A Single-Trial Computational Analysis of Learning Under UncertaintyColleen E Charlton, Daniel J Hauke, Vladimir Litvak, et al.
Plos One|August 8, 2024
Predicting treatment response to ketamine in treatment-resistant depression using auditory mismatch negativity: Study protocolJosh Martin, Fatemeh Gholamali Nezhad, Alice Rueda, et al.
Biological Psychiatry. Cognitive Neuroscience and Neuroimaging|August 3, 2023
Aberrant Hierarchical Prediction Errors Are Associated With Transition to Psychosis: A Computational Single-Trial Analysis of the Mismatch NegativityDaniel J Hauke, Colleen E Charlton, André Schmidt, et al.
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