Huys, Quentin J. M.

Computational psychiatry as a bridge from neuroscience to clinical applications

Huys, Q. J. M., Maia, T. V., & Frank, M. J. (2016) · Nature Neuroscience

Mental Health Research TopicsMental Health and Psychiatry

Cited by 1,002

Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis

Huys, Q. J., Pizzagalli, D. A., Bogdan, R., & Dayan, P. (2013) · Biology of Mood & Anxiety Disorders

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 480

Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees

Huys, Q. J. M., Eshel, N., O'Nions, E., Sheridan, L., Dayan, P., & Roiser, J. P. (2012) · PLoS Computational Biology

Decision-Making and Behavioral EconomicsNeural and Behavioral Psychology Studies

Cited by 439

Serotonin in Affective Control

Dayan, P., & Huys, Q. J. M. (2009) · Annual Review of Neuroscience

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 381

Computational psychiatry: towards a mathematically informed understanding of mental illness

Adams, R. A., Huys, Q. J. M., & Roiser, J. P. (2015) · Journal of Neurology, Neurosurgery & Psychiatry

Neural and Behavioral Psychology StudiesMental Health and Psychiatry

Cited by 285

Serotonin, inhibition, and negative mood

Dayan, P., & Huys, Q. J. M. (2008) · PLoS Computational Biology

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 263

Striatal dysfunction during reversal learning in unmedicated schizophrenia patients

Schlagenhauf, F., Huys, Q. J. M., Deserno, L., Rapp, M. A., Beck, A., Heinze, H.-J., Dolan, R., & Heinz, A. (2014) · NeuroImage

Schizophrenia research and treatmentNeural and Behavioral Psychology Studies

Cited by 253

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making

Deserno, L., Huys, Q. J. M., Boehme, R., Buchert, R., Heinze, H.-J., Grace, A. A., Dolan, R. J., Heinz, A., & Schlagenhauf, F. (2015) · Proceedings of the National Academy of Sciences

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 233

Depression: a decision-theoretic analysis

Huys, Q. J. M., Daw, N. D., & Dayan, P. (2015) · Annual Review of Neuroscience

Neural and Behavioral Psychology StudiesAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 221

Action dominates valence in anticipatory representations in the human striatum and dopaminergic midbrain

Guitart-Masip, M., Fuentemilla, L., Bach, D. R., Huys, Q. J. M., Dayan, P., Dolan, R. J., & Duzel, E. (2011) · The Journal of Neuroscience

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 216

Interplay of approximate planning strategies

Huys, Q. J. M., Lally, N., Faulkner, P., Eshel, N., Seifritz, E., Gershman, S. J., Dayan, P., & Roiser, J. P. (2015) · Proceedings of the National Academy of Sciences

Decision-Making and Behavioral EconomicsAI-based Problem Solving and Planning

Cited by 207

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis

Stephan, K. E., Bach, D. R., Fletcher, P. C., Flint, J., Frank, M. J., Friston, K. J., Heinz, A., Huys, Q. J. M., Owen, M. J., Binder, E. B., et al. (2016) · The Lancet Psychiatry

Mental Health and PsychiatryMental Health Research Topics

Cited by 180

Computational mechanisms of effort and reward decisions in patients with depression and their association with relapse after antidepressant discontinuation.

Berwian, I. M., Wenzel, J. G., Collins, A. G. E., Seifritz, E., Stephan, K. E., Walter, H., & Huys, Q. J. M. (2020) · JAMA Psychiatry

Treatment of Major DepressionNeural and Behavioral Psychology Studies

Cited by 113

Neural Correlates of Three Promising Endophenotypes of Depression: Evidence from the EMBARC Study

Webb, C. A., Dillon, D. G., Pechtel, P., Goer, F. K., Murray, L., Huys, Q. J., Fava, M., McGrath, P. J., Weissman, M., Parsey, R., et al. (2016) · Neuropsychopharmacology

Treatment of Major DepressionNeural and Behavioral Psychology Studies

Cited by 103

Predicting relapse after antidepressant withdrawal – a systematic review

Berwian, I. M., Walter, H., Seifritz, E., & Huys, Q. J. M. (2017) · Psychological Medicine

Treatment of Major DepressionAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 93

Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology

Stephan, K. E., Binder, E. B., Breakspear, M., Dayan, P., Johnstone, E. C., Meyer-Lindenberg, A., Schnyder, U., Wang, X.-J., Bach, D. R., Fletcher, P. C., et al. (2016) · The Lancet Psychiatry

Mental Health and PsychiatryPsychology and Mental Health

Cited by 64

Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-Instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning

Sebold, M., Schad, D. J., Nebe, S., Garbusow, M., Jünger, E., Kroemer, N. B., Kathmann, N., Zimmermann, U. S., Smolka, M. N., Rapp, M. A., et al. (2016) · Journal of Cognitive Neuroscience

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 41

The relationship between resting-state functional connectivity, antidepressant discontinuation and depression relapse

Berwian, I. M., Wenzel, J. G., Kuehn, L., Schnuerer, I., Kasper, L., Veer, I. M., Seifritz, E., Stephan, K. E., Walter, H., & Huys, Q. J. M. (2020) · Scientific Reports

Functional Brain Connectivity StudiesTreatment of Major Depression

Cited by 29

Abnormal reward valuation and event-related connectivity in unmedicated major depressive disorder

Rupprechter, S., Stankevicius, A., Huys, Q. J. M., Series, P., & Steele, J. D. (2021) · Psychological Medicine

Neural and Behavioral Psychology StudiesTreatment of Major Depression

Cited by 27

Amygdala Reactivity, Antidepressant Discontinuation, and Relapse

Erdmann, T., Berwian, I. M., Stephan, K. E., Seifritz, E., Walter, H., & Huys, Q. J. M. (2024) · JAMA Psychiatry

Treatment of Major DepressionAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 18

Low predictive power of clinical features for relapse prediction after antidepressant discontinuation in a naturalistic setting.

Berwian, I. M., Wenzel, J. G., Kuehn, L., Schnuerer, I., Seifritz, E., Stephan, K. E., Walter, H., & Huys, Q. J. M. (2022) · Scientific Reports

Treatment of Major DepressionMental Health Treatment and Access

Cited by 13

Do discontinuation symptoms predict depression relapse after antidepressant cessation?

Volkmann, C., Abulikemu, S., Berwian, I. M., Huys, Q. J., & Walter, H. (2023)

Treatment of Major DepressionAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 2

Emotion-induced frontal α asymmetry predicts relapse after discontinuation of antidepressant medication

Berwian, I. M., Tröndle, M., Miquel, C. D., Ziogas, A., Stefanics, G., Walter, H., Stephan, K. E., & Huys, Q. J. M. (2023) · bioRxiv (Cold Spring Harbor Laboratory)

Treatment of Major DepressionNeural and Behavioral Psychology Studies

Cited by 2