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Quentin Huys - Publications

Affiliations: 
UCL, Columbia, Columbia, MD, United States 
Area:
Computational Neuroscience, psychiatry
Website:
http://www.gatsby.ucl.ac.uk/~qhuys
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46/119 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Geurts DEM, von Borries K, Huys QJM, Bulten BH, Verkes RJ, Cools R. Psychopathic tendency in violent offenders is associated with reduced aversive Pavlovian inhibition of behavior and associated striatal BOLD signal. Frontiers in Behavioral Neuroscience. 16: 963776. PMID 36311869 DOI: 10.3389/fnbeh.2022.963776  0.474
2022 Sharp PB, Russek EM, Huys QJM, Dolan RJ, Eldar E. Correction: Humans perseverate on punishment avoidance goals in multigoal reinforcement learning. Elife. 11. PMID 36214798 DOI: 10.7554/eLife.83998  0.636
2022 Geurts DEM, Van den Heuvel TJ, Huys QJM, Verkes RJ, Cools R. Amygdala response predicts clinical symptom reduction in patients with borderline personality disorder: A pilot fMRI study. Frontiers in Behavioral Neuroscience. 16: 938403. PMID 36110290 DOI: 10.3389/fnbeh.2022.938403  0.489
2022 Sharp PB, Russek EM, Huys QJM, Dolan RJ, Eldar E. Humans perseverate on punishment avoidance goals in multigoal reinforcement learning. Elife. 11. PMID 35199640 DOI: 10.7554/eLife.74402  0.707
2021 Huys QJM, Browning M. A Computational View on the Nature of Reward and Value in Anhedonia. Current Topics in Behavioral Neurosciences. PMID 34935117 DOI: 10.1007/7854_2021_290  0.306
2021 Charpentier CJ, Faulkner P, Pool ER, Ly V, Tollenaar MS, Kluen LM, Fransen A, Yamamori Y, Lally N, Mkrtchian A, Valton V, Huys QJM, Sarigiannidis I, Morrow KA, Krenz V, et al. How Representative are Neuroimaging Samples? Large-Scale Evidence for Trait Anxiety Differences Between fMRI and Behaviour-Only Research Participants. Social Cognitive and Affective Neuroscience. PMID 33950220 DOI: 10.1093/scan/nsab057  0.743
2021 Faulkner P, Huys QJM, Renz D, Eshel N, Pilling S, Dayan P, Roiser JP. A comparison of 'pruning' during multi-step planning in depressed and healthy individuals. Psychological Medicine. 1-9. PMID 33706833 DOI: 10.1017/S0033291721000799  0.758
2020 Browning M, Carter CS, Chatham C, Den Ouden H, Gillan CM, Baker JT, Chekroud AM, Cools R, Dayan P, Gold J, Goldstein RZ, Hartley CA, Kepecs A, Lawson RP, Mourao-Miranda J, ... ... Huys Q, et al. Realizing the Clinical Potential of Computational Psychiatry: Report From the Banbury Center Meeting, February 2019. Biological Psychiatry. PMID 32113656 DOI: 10.1016/J.Biopsych.2019.12.026  0.638
2019 Schad DJ, Rapp MA, Garbusow M, Nebe S, Sebold M, Obst E, Sommer C, Deserno L, Rabovsky M, Friedel E, Romanczuk-Seiferth N, Wittchen HU, Zimmermann US, Walter H, Sterzer P, ... ... Huys QJM, et al. Dissociating neural learning signals in human sign- and goal-trackers. Nature Human Behaviour. PMID 31712764 DOI: 10.1038/S41562-019-0765-5  0.475
2019 Tröndel M, Berwian I, Ziogas A, de Miquel C, Villar T, Stephan K, Stefanics G, Walter H, Huys Q. T85. Frontal EEG Asymmetry Evoked by Sad Movies Predicts Relapses After Antidepressant Discontinuation Biological Psychiatry. 85: S161-S162. DOI: 10.1016/j.biopsych.2019.03.408  0.314
2018 Rupprechter S, Stankevicius A, Huys QJM, Steele JD, Seriès P. Major Depression Impairs the Use of Reward Values for Decision-Making. Scientific Reports. 8: 13798. PMID 30218084 DOI: 10.1038/S41598-018-31730-W  0.702
2018 Webb CA, Trivedi MH, Cohen ZD, Dillon DG, Fournier JC, Goer F, Fava M, McGrath PJ, Weissman M, Parsey R, Adams P, Trombello JM, Cooper C, Deldin P, Oquendo MA, ... ... Huys Q, et al. Personalized prediction of antidepressant v. placebo response: evidence from the EMBARC study. Psychological Medicine. 1-10. PMID 29962359 DOI: 10.1017/S0033291718001708  0.336
2018 Berwian I, Schnuerer I, Wenzel J, Renz D, Stephan K, Walter H, Huys Q. O44. Effort and Reward Evaluation in Remitted Depression: A Preliminary Report on a Possible Predictor of Relapse Biological Psychiatry. 83. DOI: 10.1016/J.Biopsych.2018.02.331  0.319
2017 Lally N, Huys QJM, Eshel N, Faulkner P, Dayan P, Roiser JP. The neural basis of aversive Pavlovian guidance during planning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28924006 DOI: 10.1523/Jneurosci.0085-17.2017  0.775
2017 Geurts D, van den Heuvel T, Huys Q, Verkes R, Cools R. 483. Amygdala Response Predicts Clinical Symptom Reduction in Patients with Borderline Personality Disorder Biological Psychiatry. 81: S196-S197. DOI: 10.1016/j.biopsych.2017.02.967  0.497
2016 Huys QJ, Gölzer M, Friedel E, Heinz A, Cools R, Dayan P, Dolan RJ. The specificity of Pavlovian regulation is associated with recovery from depression. Psychological Medicine. 1-9. PMID 26841896 DOI: 10.1017/S0033291715002597  0.611
2015 Stephan KE, Bach DR, Fletcher PC, Flint J, Frank MJ, Friston KJ, Heinz A, Huys QJ, Owen MJ, Binder EB, Dayan P, Johnstone EC, Meyer-Lindenberg A, Montague PR, Schnyder U, et al. Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. The Lancet. Psychiatry. PMID 26573970 DOI: 10.1016/S2215-0366(15)00361-2  0.409
2015 Stephan KE, Binder EB, Breakspear M, Dayan P, Johnstone EC, Meyer-Lindenberg A, Schnyder U, Wang XJ, Bach DR, Fletcher PC, Flint J, Frank MJ, Heinz A, Huys QJ, Montague PR, et al. Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology. The Lancet. Psychiatry. PMID 26573969 DOI: 10.1016/S2215-0366(15)00360-0  0.366
2015 Adams RA, Huys QJ, Roiser JP. Computational Psychiatry: towards a mathematically informed understanding of mental illness. Journal of Neurology, Neurosurgery, and Psychiatry. PMID 26157034 DOI: 10.1136/jnnp-2015-310737  0.551
2015 Dayan P, Huys Q. Serotonin's many meanings elude simple theories. Elife. 4. PMID 25853523 DOI: 10.7554/eLife.07390  0.481
2015 Huys QJ, Daw ND, Dayan P. Depression: A Decision-Theoretic Analysis. Annual Review of Neuroscience. 38: 1-23. PMID 25705929 DOI: 10.1146/annurev-neuro-071714-033928  0.659
2015 Huys QJ, Lally N, Faulkner P, Eshel N, Seifritz E, Gershman SJ, Dayan P, Roiser JP. Interplay of approximate planning strategies. Proceedings of the National Academy of Sciences of the United States of America. 112: 3098-103. PMID 25675480 DOI: 10.1073/Pnas.1414219112  0.755
2015 Huys QJM, Guitart-Masip M, Dolan RJ, Dayan P. Decision-Theoretic Psychiatry Clinical Psychological Science. 3: 400-421. DOI: 10.1177/2167702614562040  0.695
2014 Ly V, Huys QJ, Stins JF, Roelofs K, Cools R. Individual differences in bodily freezing predict emotional biases in decision making. Frontiers in Behavioral Neuroscience. 8: 237. PMID 25071491 DOI: 10.3389/Fnbeh.2014.00237  0.5
2014 Stankevicius A, Huys QJ, Kalra A, Seriès P. Optimism as a prior belief about the probability of future reward. Plos Computational Biology. 10: e1003605. PMID 24853098 DOI: 10.1371/journal.pcbi.1003605  0.668
2014 Guitart-Masip M, Economides M, Huys QJ, Frank MJ, Chowdhury R, Duzel E, Dayan P, Dolan RJ. Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment. Psychopharmacology. 231: 955-66. PMID 24232442 DOI: 10.1007/S00213-013-3313-4  0.701
2014 Chowdhury R, Guitart-Masip M, Lambert C, Dayan P, Huys Q, Düzel E, Dolan RJ. Erratum: Corrigendum: Dopamine restores reward prediction errors in old age Nature Neuroscience. 17: 1840-1840. DOI: 10.1038/Nn1214-1840C  0.651
2013 Geurts DE, Huys QJ, den Ouden HE, Cools R. Serotonin and aversive Pavlovian control of instrumental behavior in humans. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 18932-9. PMID 24285898 DOI: 10.1523/JNEUROSCI.2749-13.2013  0.513
2013 Huys QJ, Pizzagalli DA, Bogdan R, Dayan P. Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis. Biology of Mood & Anxiety Disorders. 3: 12. PMID 23782813 DOI: 10.1186/2045-5380-3-12  0.496
2013 Geurts DE, Huys QJ, den Ouden HE, Cools R. Aversive Pavlovian control of instrumental behavior in humans. Journal of Cognitive Neuroscience. 25: 1428-41. PMID 23691985 DOI: 10.1162/jocn_a_00425  0.498
2013 Cavanagh JF, Eisenberg I, Guitart-Masip M, Huys Q, Frank MJ. Frontal theta overrides pavlovian learning biases. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 8541-8. PMID 23658191 DOI: 10.1523/Jneurosci.5754-12.2013  0.68
2013 Chowdhury R, Guitart-Masip M, Lambert C, Dayan P, Huys Q, Düzel E, Dolan RJ. Dopamine restores reward prediction errors in old age. Nature Neuroscience. 16: 648-53. PMID 23525044 DOI: 10.1038/Nn.3364  0.7
2012 Guitart-Masip M, Huys QJ, Fuentemilla L, Dayan P, Duzel E, Dolan RJ. Go and no-go learning in reward and punishment: interactions between affect and effect. Neuroimage. 62: 154-66. PMID 22548809 DOI: 10.1016/J.Neuroimage.2012.04.024  0.709
2012 Huys QJ, Eshel N, O'Nions E, Sheridan L, Dayan P, Roiser JP. Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees. Plos Computational Biology. 8: e1002410. PMID 22412360 DOI: 10.1371/Journal.Pcbi.1002410  0.665
2011 Guitart-Masip M, Fuentemilla L, Bach DR, Huys QJ, Dayan P, Dolan RJ, Duzel E. Action dominates valence in anticipatory representations in the human striatum and dopaminergic midbrain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 7867-75. PMID 21613500 DOI: 10.1523/Jneurosci.6376-10.2011  0.689
2011 Huys QJ, Cools R, Gölzer M, Friedel E, Heinz A, Dolan RJ, Dayan P. Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding. Plos Computational Biology. 7: e1002028. PMID 21556131 DOI: 10.1371/Journal.Pcbi.1002028  0.616
2009 Huys QJ, Paninski L. Smoothing of, and parameter estimation from, noisy biophysical recordings. Plos Computational Biology. 5: e1000379. PMID 19424506 DOI: 10.1371/journal.pcbi.1000379  0.498
2009 Dayan P, Huys QJ. Serotonin in affective control. Annual Review of Neuroscience. 32: 95-126. PMID 19400722 DOI: 10.1146/annurev.neuro.051508.135607  0.474
2009 Huys QJ, Dayan P. A Bayesian formulation of behavioral control. Cognition. 113: 314-28. PMID 19285311 DOI: 10.1016/j.cognition.2009.01.008  0.436
2009 Huys QJM, Vogelstein JT, Dayan P. Psychiatry: Insights into depression through normative decision-making models Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 729-736.  0.472
2008 Natarajan R, Huys QJ, Dayan P, Zemel RS. Encoding and decoding spikes for dynamic stimuli. Neural Computation. 20: 2325-60. PMID 18386986 DOI: 10.1162/neco.2008.01-07-436  0.387
2008 Dayan P, Huys QJ. Serotonin, inhibition, and negative mood. Plos Computational Biology. 4: e4. PMID 18248087 DOI: 10.1371/journal.pcbi.0040004  0.476
2007 Huys QJ, Zemel RS, Natarajan R, Dayan P. Fast population coding. Neural Computation. 19: 404-41. PMID 17206870 DOI: 10.1162/neco.2007.19.2.404  0.407
2006 Huys QJ, Ahrens MB, Paninski L. Efficient estimation of detailed single-neuron models. Journal of Neurophysiology. 96: 872-90. PMID 16624998 DOI: 10.1152/Jn.00079.2006  0.502
2005 Ahrens MB, Huys QJM, Paninski L. Large-scale biophysical parameter estimation in single neurons via constrained linear regression Advances in Neural Information Processing Systems. 25-32.  0.461
2005 Zemel RS, Huys QJM, Natarajan R, Dayan P. Probabilistic computation in spiking populations Advances in Neural Information Processing Systems.  0.338
Low-probability matches (unlikely to be authored by this person)
2022 Sebold M, Chen H, Önal A, Kuitunen-Paul S, Mojtahedzadeh N, Garbusow M, Nebe S, Wittchen HU, Huys QJM, Schlagenhauf F, Rapp MA, Smolka MN, Heinz A. Stronger Prejudices Are Associated With Decreased Model-Based Control. Frontiers in Psychology. 12: 767022. PMID 35069341 DOI: 10.3389/fpsyg.2021.767022  0.294
2020 Berwian IM, Wenzel JG, Collins AGE, Seifritz E, Stephan KE, Walter H, Huys QJM. Computational Mechanisms of Effort and Reward Decisions in Patients With Depression and Their Association With Relapse After Antidepressant Discontinuation. Jama Psychiatry. PMID 32074255 DOI: 10.1001/jamapsychiatry.2019.4971  0.287
2020 Huys Q, Berwian IM, Wenzel J, Russek E, Abitante G, Schnuerer I, Kühn L, Seifritz E, Stephan K, Gollan J, Walter H. Pavlovian Biases in Depression: From Choice to Thought and Therapy Biological Psychiatry. 87. DOI: 10.1016/J.Biopsych.2020.02.076  0.286
2018 Schulz E, Wu CM, Huys QJM, Krause A, Speekenbrink M. Generalization and Search in Risky Environments. Cognitive Science. PMID 30390325 DOI: 10.1111/Cogs.12695  0.282
2016 Sebold M, Schad DJ, Nebe S, Garbusow M, Jünger E, Kroemer NB, Kathmann N, Zimmermann US, Smolka MN, Rapp MA, Heinz A, Huys QJ. Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning. Journal of Cognitive Neuroscience. 1-11. PMID 26942321 DOI: 10.1162/Jocn_A_00945  0.28
2024 Hall AF, Browning M, Huys QJM. The computational structure of consummatory anhedonia. Trends in Cognitive Sciences. PMID 38423829 DOI: 10.1016/j.tics.2024.01.006  0.279
2020 Kühnel A, Teckentrup V, Neuser MP, Huys QJM, Burrasch C, Walter M, Kroemer NB. Stimulation of the vagus nerve reduces learning in a go/no-go reinforcement learning task. European Neuropsychopharmacology : the Journal of the European College of Neuropsychopharmacology. PMID 32404279 DOI: 10.1016/J.Euroneuro.2020.03.023  0.277
2018 Nord CL, Lawson RP, Huys QJM, Pilling S, Roiser JP. Depression is associated with enhanced aversive Pavlovian control over instrumental behaviour. Scientific Reports. 8: 12582. PMID 30135491 DOI: 10.1038/S41598-018-30828-5  0.276
2015 Webb CA, Dillon DG, Pechtel P, Goer FK, Murray L, Huys QJ, Fava M, McGrath PJ, Weissman M, Parsey R, Kurian BT, Adams P, Weyandt S, Trombello JM, Grannemann B, et al. Neural Correlates of Three Promising Endophenotypes of Depression: Evidence from the EMBARC Study. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 26068725 DOI: 10.1038/Npp.2015.165  0.273
2020 Huys Q, Berwian IM, Wenzel J, Tröndle M, Schnuerer I, Seifritz E, Stephan K, Walter H. Neurocognitive Predictors of Depression Relapse Biological Psychiatry. 87. DOI: 10.1016/J.Biopsych.2020.02.154  0.269
2021 Atiya NAA, Huys QJM, Dolan RJ, Fleming SM. Explaining distortions in metacognition with an attractor network model of decision uncertainty. Plos Computational Biology. 17: e1009201. PMID 34310613 DOI: 10.1371/journal.pcbi.1009201  0.257
2014 Huys QJ, Tobler PN, Hasler G, Flagel SB. The role of learning-related dopamine signals in addiction vulnerability. Progress in Brain Research. 211: 31-77. PMID 24968776 DOI: 10.1016/B978-0-444-63425-2.00003-9  0.254
2016 Stephan KE, Schlagenhauf F, Huys QJ, Raman S, Aponte EA, Brodersen KH, Rigoux L, Moran RJ, Daunizeau J, Dolan RJ, Friston KJ, Heinz A. Computational neuroimaging strategies for single patient predictions. Neuroimage. PMID 27346545 DOI: 10.1016/J.Neuroimage.2016.06.038  0.246
2013 Schlagenhauf F, Rapp MA, Huys QJ, Beck A, Wüstenberg T, Deserno L, Buchholz HG, Kalbitzer J, Buchert R, Bauer M, Kienast T, Cumming P, Plotkin M, Kumakura Y, Grace AA, et al. Ventral striatal prediction error signaling is associated with dopamine synthesis capacity and fluid intelligence. Human Brain Mapping. 34: 1490-9. PMID 22344813 DOI: 10.1002/Hbm.22000  0.246
2014 Schlagenhauf F, Huys QJ, Deserno L, Rapp MA, Beck A, Heinze HJ, Dolan R, Heinz A. Striatal dysfunction during reversal learning in unmedicated schizophrenia patients. Neuroimage. 89: 171-80. PMID 24291614 DOI: 10.1016/J.Neuroimage.2013.11.034  0.242
2017 Pooseh S, Bernhardt N, Guevara A, Huys QJ, Smolka MN. Value-based decision-making battery: A Bayesian adaptive approach to assess impulsive and risky behavior. Behavior Research Methods. PMID 28289888 DOI: 10.3758/s13428-017-0866-x  0.239
2017 Sebold M, Nebe S, Garbusow M, Guggenmos M, Schad DJ, Beck A, Kuitunen-Paul S, Sommer C, Frank R, Neu P, Zimmermann US, Rapp MA, Smolka MN, Huys QJM, Schlagenhauf F, et al. When Habits Are Dangerous: Alcohol Expectancies and Habitual Decision Making Predict Relapse in Alcohol Dependence. Biological Psychiatry. PMID 28673442 DOI: 10.1016/J.Biopsych.2017.04.019  0.237
2014 Schad DJ, Jünger E, Sebold M, Garbusow M, Bernhardt N, Javadi AH, Zimmermann US, Smolka MN, Heinz A, Rapp MA, Huys QJ. Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning. Frontiers in Psychology. 5: 1450. PMID 25566131 DOI: 10.3389/Fpsyg.2014.01450  0.236
2019 Grosskurth ED, Bach DR, Economides M, Huys QJM, Holper L. No substantial change in the balance between model-free and model-based control via training on the two-step task. Plos Computational Biology. 15: e1007443. PMID 31725719 DOI: 10.1371/Journal.Pcbi.1007443  0.233
2015 Deserno L, Huys QJ, Boehme R, Buchert R, Heinze HJ, Grace AA, Dolan RJ, Heinz A, Schlagenhauf F. Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making. Proceedings of the National Academy of Sciences of the United States of America. 112: 1595-600. PMID 25605941 DOI: 10.1073/Pnas.1417219112  0.23
2018 Kirschner M, Haugg A, Manoliu A, Simon JJ, Huys QJM, Seifritz E, Tobler PN, Kaiser S. Deficits in context-dependent adaptive coding in early psychosis and healthy individuals with schizotypal personality traits. Brain : a Journal of Neurology. 141: 2806-2819. PMID 30169587 DOI: 10.1093/brain/awy203  0.226
2018 Obst E, Schad DJ, Huys QJ, Sebold M, Nebe S, Sommer C, Smolka MN, Zimmermann US. Drunk decisions: Alcohol shifts choice from habitual towards goal-directed control in adolescent intermediate-risk drinkers. Journal of Psychopharmacology (Oxford, England). 269881118772454. PMID 29764270 DOI: 10.1177/0269881118772454  0.224
2015 Smolka M, Nebe S, Schad D, Sebold M, Huys Q, Heinz A. Verringerter modellbasierter Einfluss auf Entscheidungen bei jungen Männern mit häufigem Rauschtrinken Suchttherapie. 16. DOI: 10.1055/S-0035-1557600  0.218
2019 Rutledge RB, Chekroud AM, Huys QJ. Machine learning and big data in psychiatry: toward clinical applications. Current Opinion in Neurobiology. 55: 152-159. PMID 30999271 DOI: 10.1016/J.Conb.2019.02.006  0.217
2022 Berwian IM, Wenzel JG, Kuehn L, Schnuerer I, Seifritz E, Stephan KE, Walter H, Huys QJM. Low predictive power of clinical features for relapse prediction after antidepressant discontinuation in a naturalistic setting. Scientific Reports. 12: 11171. PMID 35778458 DOI: 10.1038/s41598-022-13893-9  0.204
2015 Friedel E, Schlagenhauf F, Beck A, Dolan RJ, Huys QJ, Rapp MA, Heinz A. The effects of life stress and neural learning signals on fluid intelligence. European Archives of Psychiatry and Clinical Neuroscience. 265: 35-43. PMID 25142177 DOI: 10.1007/S00406-014-0519-3  0.201
2014 Sebold M, Deserno L, Nebe S, Nebe S, Schad DJ, Garbusow M, Hägele C, Keller J, Jünger E, Kathmann N, Smolka MN, Smolka M, Rapp MA, Schlagenhauf F, Heinz A, ... Huys QJ, et al. Model-based and model-free decisions in alcohol dependence. Neuropsychobiology. 70: 122-31. PMID 25359492 DOI: 10.1159/000362840  0.197
2015 Deserno L, Beck A, Huys QJ, Lorenz RC, Buchert R, Buchholz HG, Plotkin M, Kumakara Y, Cumming P, Heinze HJ, Grace AA, Rapp MA, Schlagenhauf F, Heinz A. Chronic alcohol intake abolishes the relationship between dopamine synthesis capacity and learning signals in the ventral striatum. The European Journal of Neuroscience. 41: 477-86. PMID 25546072 DOI: 10.1111/Ejn.12802  0.193
2016 Huys QJM, Deserno L, Obermayer K, Schlagenhauf F, Heinz A. Model-Free Temporal-Difference Learning and Dopamine in Alcohol Dependence: Examining Concepts From Theory and Animals in Human Imaging. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 1: 401-410. PMID 29560869 DOI: 10.1016/J.Bpsc.2016.06.005  0.189
2018 Kirschner M, Sladky R, Haugg A, Stämpfli P, Jehli E, Hodel M, Engeli E, Hösli S, Baumgartner MR, Sulzer J, Huys QJM, Seifritz E, Quednow BB, Scharnowski F, Herdener M. Self-regulation of the dopaminergic reward circuit in cocaine users with mental imagery and neurofeedback. Ebiomedicine. PMID 30377073 DOI: 10.1016/J.Ebiom.2018.10.052  0.185
2016 Huys QJ, Maia TV, Frank MJ. Computational psychiatry as a bridge from neuroscience to clinical applications. Nature Neuroscience. 19: 404-13. PMID 26906507 DOI: 10.1038/nn.4238  0.181
2016 Berwian IM, Walter H, Seifritz E, Huys QJ. Predicting relapse after antidepressant withdrawal - a systematic review. Psychological Medicine. 47: 426-437. PMID 27786144 DOI: 10.1017/S0033291716002580  0.18
2015 Garbusow M, Schad D, Friedel E, Sebold M, Sommer C, Rapp M, Huys Q, Smolka M, Zimmerermann U, Heinz A. Lernmechanismen bei Alkoholabhängigkeit: neuronales Korrelat des Pavlovian-to-Instrumental-Transfer in Assoziation mit Rückfall Suchttherapie. 16. DOI: 10.1055/S-0035-1557599  0.18
2017 Nebe S, Kroemer NB, Schad DJ, Bernhardt N, Sebold M, Müller DK, Scholl L, Kuitunen-Paul S, Heinz A, Rapp MA, Huys QJ, Smolka MN. No association of goal-directed and habitual control with alcohol consumption in young adults. Addiction Biology. PMID 28111829 DOI: 10.1111/Adb.12490  0.18
2020 Chen H, Nebe S, Mojtahedzadeh N, Kuitunen-Paul S, Garbusow M, Schad DJ, Rapp MA, Huys QJM, Heinz A, Smolka MN. Susceptibility to interference between Pavlovian and instrumental control is associated with early hazardous alcohol use. Addiction Biology. e12983. PMID 33225513 DOI: 10.1111/adb.12983  0.179
2022 Yip SW, Barch DM, Chase HW, Flagel S, Huys QJM, Konova AB, Montague R, Paulus M. From Computation to Clinic. Biological Psychiatry Global Open Science. 3: 319-328. PMID 37519475 DOI: 10.1016/j.bpsgos.2022.03.011  0.176
2020 Huys QJM, Browning M, Paulus M, Frank MJ. Advances in the computational understanding of mental illness. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 32620005 DOI: 10.1038/S41386-020-0746-4  0.176
2019 Garbusow M, Nebe S, Sommer C, Kuitunen-Paul S, Sebold M, Schad DJ, Friedel E, Veer IM, Wittchen HU, Rapp MA, Ripke S, Walter H, Huys QJM, Schlagenhauf F, Smolka MN, et al. Pavlovian-To-Instrumental Transfer and Alcohol Consumption in Young Male Social Drinkers: Behavioral, Neural and Polygenic Correlates. Journal of Clinical Medicine. 8. PMID 31398853 DOI: 10.3390/Jcm8081188  0.175
2022 Kuylen M, Han S, Harris L, Huys Q, Monsó S, Pitman A, Fleming SM, David AS. Mortality Awareness: New Directions. Omega. 302228221100640. PMID 35531947 DOI: 10.1177/00302228221100640  0.172
2023 Ebrahimi C, Garbusow M, Sebold M, Chen K, Smolka MN, Huys QJM, Zimmermann US, Schlagenhauf F, Heinz A. Elevated Amygdala Responses During De Novo Pavlovian Conditioning in Alcohol Use Disorder Are Associated With Pavlovian-to-Instrumental Transfer and Relapse Latency. Biological Psychiatry Global Open Science. 3: 803-813. PMID 37881557 DOI: 10.1016/j.bpsgos.2023.02.003  0.168
2020 Berwian IM, Wenzel JG, Kuehn L, Schnuerer I, Kasper L, Veer IM, Seifritz E, Stephan KE, Walter H, Huys QJM. The relationship between resting-state functional connectivity, antidepressant discontinuation and depression relapse. Scientific Reports. 10: 22346. PMID 33339879 DOI: 10.1038/s41598-020-79170-9  0.166
2011 Huys QJ, Moutoussis M, Williams J. Are computational models of any use to psychiatry? Neural Networks : the Official Journal of the International Neural Network Society. 24: 544-51. PMID 21459554 DOI: 10.1016/j.neunet.2011.03.001  0.151
2007 Nouraei SA, Huys QJ, Chatrath P, Powles J, Harcourt JP. Screening patients with sensorineural hearing loss for vestibular schwannoma using a Bayesian classifier. Clinical Otolaryngology : Official Journal of Ent-Uk ; Official Journal of Netherlands Society For Oto-Rhino-Laryngology & Cervico-Facial Surgery. 32: 248-54. PMID 17651265 DOI: 10.1111/j.1365-2273.2007.01460.x  0.15
2016 Paulus MP, Huys QJ, Maia TV. A Roadmap for the Development of Applied Computational Psychiatry. Biological Psychiatry : Cognitive Neuroscience and Neuroimaging. 1: 386-392. PMID 28018986 DOI: 10.1016/j.bpsc.2016.05.001  0.145
2023 Pezzoli P, Parsons S, Kievit RA, Astle DE, Huys QJM, Steinbeis N, Viding E. Challenges and solutions to measurement of neurocognitive mechanisms in developmental settings. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 37003410 DOI: 10.1016/j.bpsc.2023.03.011  0.144
2022 Chen K, Schlagenhauf F, Sebold M, Kuitunen-Paul S, Chen H, Huys QJM, Heinz A, Smolka MN, Zimmermann US, Garbusow M. The Association of Non-Drug-Related Pavlovian-to-Instrumental Transfer Effect in Nucleus Accumbens With Relapse in Alcohol Dependence: A Replication. Biological Psychiatry. 93: 558-565. PMID 38426251 DOI: 10.1016/j.biopsych.2022.09.017  0.143
2018 Sommer C, Birkenstock J, Garbusow M, Obst E, Schad DJ, Bernhardt N, Huys QM, Wurst FM, Weinmann W, Heinz A, Smolka MN, Zimmermann US. Dysfunctional approach behavior triggered by alcohol-unrelated Pavlovian cues predicts long-term relapse in alcohol dependence. Addiction Biology. PMID 30561790 DOI: 10.1111/Adb.12703  0.143
2017 Ousdal OT, Huys QJ, Milde AM, Craven AR, Ersland L, Endestad T, Melinder A, Hugdahl K, Dolan RJ. The impact of traumatic stress on Pavlovian biases. Psychological Medicine. 1-10. PMID 28641601 DOI: 10.1017/S003329171700174X  0.135
2017 Huys QJM, Renz D. A Formal Valuation Framework for Emotions and Their Control. Biological Psychiatry. 82: 413-420. PMID 28838467 DOI: 10.1016/j.biopsych.2017.07.003  0.135
2018 Schad DJ, Garbusow M, Friedel E, Sommer C, Sebold M, Hägele C, Bernhardt N, Nebe S, Kuitunen-Paul S, Liu S, Eichmann U, Beck A, Wittchen HU, Walter H, Sterzer P, ... ... Huys QJM, et al. Neural correlates of instrumental responding in the context of alcohol-related cues index disorder severity and relapse risk. European Archives of Psychiatry and Clinical Neuroscience. PMID 29313106 DOI: 10.1007/S00406-017-0860-4  0.134
2023 Chen H, Belanger MJ, Garbusow M, Kuitunen-Paul S, Huys QJM, Heinz A, Rapp MA, Smolka MN. Susceptibility to interference between Pavlovian and instrumental control predisposes risky alcohol use developmental trajectory from ages 18 to 24. Addiction Biology. 28: e13263. PMID 36692874 DOI: 10.1111/adb.13263  0.125
2020 Russek EM, Moran R, McNamee D, Reiter A, Liu Y, Dolan RJ, Huys QJM. Opportunities for emotion and mental health research in the resource-rationality framework. The Behavioral and Brain Sciences. 43: e21. PMID 32159474 DOI: 10.1017/S0140525X19001663  0.125
2024 Malamud J, Lewis G, Moutoussis M, Duffy L, Bone J, Srinivasan R, Lewis G, Huys QJM. The selective serotonin reuptake inhibitor sertraline alters learning from aversive reinforcements in patients with depression: evidence from a randomized controlled trial. Psychological Medicine. 1-13. PMID 38629200 DOI: 10.1017/S0033291724000837  0.12
2024 Norbury A, Hauser TU, Fleming SM, Dolan RJ, Huys QJM. Different components of cognitive-behavioral therapy affect specific cognitive mechanisms. Science Advances. 10: eadk3222. PMID 38536924 DOI: 10.1126/sciadv.adk3222  0.12
2020 Mihalik A, Adams RA, Huys Q. Canonical Correlation Analysis for Identifying Biotypes of Depression. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 32224000 DOI: 10.1016/j.bpsc.2020.02.002  0.12
2019 Poldrack RA, Feingold F, Frank MJ, Gleeson P, de Hollander G, Huys QJ, Love BC, Markiewicz CJ, Moran R, Ritter P, Rogers TT, Turner BM, Yarkoni T, Zhan M, Cohen JD. The importance of standards for sharing of computational models and data. Computational Brain & Behavior. 2: 229-232. PMID 32440654 DOI: 10.1007/s42113-019-00062-x  0.117
2021 Sebold M, Garbusow M, Cerci D, Chen K, Sommer C, Huys QJ, Nebe S, Rapp M, Veer IM, Zimmermann US, Smolka MN, Walter H, Heinz A, Friedel E. Association of the A118G polymorphism and Pavlovian-to-instrumental transfer: Clinical relevance for alcohol dependence. Journal of Psychopharmacology (Oxford, England). 269881121991992. PMID 33726538 DOI: 10.1177/0269881121991992  0.111
2016 Huys QJ, Renz D, Petzschner F, Berwian I, Stoppel C, Haker H. German Translation and Validation of the Cognitive Style Questionnaire Short Form (CSQ-SF-D). Plos One. 11: e0149530. PMID 26934499 DOI: 10.1371/journal.pone.0149530  0.109
2014 Garbusow M, Schad DJ, Sommer C, Jünger E, Sebold M, Friedel E, Wendt J, Kathmann N, Schlagenhauf F, Zimmermann US, Heinz A, Huys QJ, Rapp MA. Pavlovian-to-instrumental transfer in alcohol dependence: a pilot study. Neuropsychobiology. 70: 111-21. PMID 25359491 DOI: 10.1159/000363507  0.107
2018 Ousdal OT, Milde AM, Craven AR, Ersland L, Endestad T, Melinder A, Huys QJ, Hugdahl K. Prefrontal glutamate levels predict altered amygdala-prefrontal connectivity in traumatized youths. Psychological Medicine. 1-9. PMID 30223909 DOI: 10.1017/S0033291718002519  0.106
2022 Chen K, Garbusow M, Sebold M, Kuitunen-Paul S, Smolka MN, Huys QJM, Zimmermann US, Schlagenhauf F, Heinz A. Alcohol Approach Bias Is Associated With Both Behavioral and Neural Pavlovian-to-Instrumental Transfer Effects in Alcohol-Dependent Patients. Biological Psychiatry Global Open Science. 3: 443-450. PMID 37519476 DOI: 10.1016/j.bpsgos.2022.03.014  0.105
2015 Garbusow M, Schad DJ, Sebold M, Friedel E, Bernhardt N, Koch SP, Steinacher B, Kathmann N, Geurts DE, Sommer C, Müller DK, Nebe S, Paul S, Wittchen HU, Zimmermann US, ... ... Huys QJ, et al. Pavlovian-to-instrumental transfer effects in the nucleus accumbens relate to relapse in alcohol dependence. Addiction Biology. PMID 25828702 DOI: 10.1111/Adb.12243  0.1
2022 Browning M, Paulus M, Huys QJM. What is Computational Psychiatry Good For? Biological Psychiatry. PMID 36244802 DOI: 10.1016/j.biopsych.2022.08.030  0.097
2020 Durstewitz D, Huys QJM, Koppe G. Psychiatric Illnesses as Disorders of Network Dynamics. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. PMID 32249208 DOI: 10.1016/J.Bpsc.2020.01.001  0.096
2020 Huys QJM. Computational Psychiatry Series. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 5: 835-836. PMID 32896295 DOI: 10.1016/j.bpsc.2019.11.009  0.091
2018 Huys QJM. Advancing Clinical Improvements for Patients Using the Theory-Driven and Data-Driven Branches of Computational Psychiatry. Jama Psychiatry. PMID 29344604 DOI: 10.1001/jamapsychiatry.2017.4246  0.09
2017 Maia TV, Huys QJM, Frank MJ. Theory-Based Computational Psychiatry. Biological Psychiatry. 82: 382-384. PMID 28838466 DOI: 10.1016/j.biopsych.2017.07.016  0.09
2021 Chen H, Mojtahedzadeh N, Belanger MJ, Nebe S, Kuitunen-Paul S, Sebold M, Garbusow M, Huys QJM, Heinz A, Rapp MA, Smolka MN. Model-Based and Model-Free Control Predicts Alcohol Consumption Developmental Trajectory in Young Adults: A 3-Year Prospective Study. Biological Psychiatry. PMID 33771349 DOI: 10.1016/j.biopsych.2021.01.009  0.077
2016 Huys QJM, Maia TV, Paulus MP. Computational Psychiatry: From Mechanistic Insights to the Development of New Treatments. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 1: 382-385. PMID 29560868 DOI: 10.1016/j.bpsc.2016.08.001  0.076
2013 Genauck A, Huys QJM, Heinz A, Rapp MA. Pavlovian to instrumental transfer effects in alcohol dependency | Pawlowsch-instrumentelle transfereffekte bei alkoholabhängigkeit Sucht. 59: 215-223. DOI: 10.1024/0939-5911.A000256  0.074
2015 Huys QJ, Petzschner FH. Failure modes of the will: from goals to habits to compulsions? The American Journal of Psychiatry. 172: 216-8. PMID 25727532 DOI: 10.1176/appi.ajp.2014.14121502  0.048
2023 Huys QJM, Paulus M. Special Issue on Reliable Mechanisms for Translational Applications. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 8: 778-779. PMID 37544682 DOI: 10.1016/j.bpsc.2023.06.004  0.032
2023 Nour MM, Huys QJM. Natural Language Processing in Psychiatry: A Field at an Inflection Point. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 8: 979-981. PMID 37805191 DOI: 10.1016/j.bpsc.2023.08.001  0.02
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