Publications of Quentin J. M. Huys

Grosskurth, E. D., Bach, D. R., Economides, M., Huys, Q. J. M., & Holper, L. (2019). No substantial change in the balance between model-free and model-based control via training on the two-step task. PLoS Computational Biology, 15(11), Article e1007443. https://doi.org/10.1371/journal.pcbi.1007443

Ousdal, O. T., Milde, A. M., Craven, A. R., Ersland, L., Endestad, T., Melinder, A., Huys, Q. J., & Hugdahl, K. (2019). Prefrontal glutamate levels predict altered amygdala-prefrontal connectivity in traumatized youths. Psychological Medicine, 49(11), 1822–1830. https://doi.org/10.1017/S0033291718002519

Rutledge, R. B., Chekroud, A. M., & Huys, Q. J. M. (2019). Machine learning and big data in psychiatry: Toward clinical applications. Current Opinion in Neurobiology, 55, 152–159. https://doi.org/10.1016/j.conb.2019.02.006

Kirschner, M., Sladky, R., Haugg, A., Stämpfli, P., Jehli, E., Hodel, M., Engeli, E., Hösli, S., Baumgartner, M. R., Sulzer, J., Huys, Q. J. M., Seifritz, E., Quednow, B. B., Scharnowski, F., & Herdener, M. (2018). Self-regulation of the dopaminergic reward circuit in cocaine users with mental imagery and neurofeedback. EBioMedicine, 37, 489–498. https://doi.org/10.1016/j.ebiom.2018.10.052

Nord, C. L., Lawson, R. P., Huys, Q. J. M., Pilling, S., & Roiser, J. P. (2018). Depression is associated with enhanced aversive Pavlovian control over instrumental behaviour. Scientific Reports, 8, Article 12582. https://doi.org/10.1038/s41598-018-30828-5

Rupprechter, S., Stankevicius, A., Huys, Q. J. M., Steele, J. D., & Seriès, P. (2018). Major depression impairs the use of reward values for decision-making. Scientific Reports, 8, Article 13798. https://doi.org/10.1038/s41598-018-31730-w

Schulz, E., Wu, C. M., Huys, Q. J. M., Krause, A., & Speekenbrink, M. (2018). Generalization and search in risky environments. Cognitive Science, 42(8), 2592–2620. https://doi.org/10.1111/cogs.12695

Stephan, K. E., Schlagenhauf, F., Huys, Q. J., Raman, S., Aponte, E. A., Brodersen, K. H., Rigoux, L., Moran, R. J., Daunizeau, J., Dolan, R. J., Friston, K. J., & Heinz, A. (2017). Computational neuroimaging strategies for single patient predictions. NeuroImage, 145(PartB), 180–199. https://doi.org/10.1016/j.neuroimage.2016.06.038

Huys, Q. J. M., Gölzer, M., Friedel, E., Heinz, A., Cools, R., Dayan, P., & Dolan, R. J. (2016). The specificity of Pavlovian regulation is associated with recovery from depression. Psychological Medicine, 46(5), 1027–1035. https://doi.org/10.1017/s0033291715002597

Friedel, E., Schlagenhauf, F., Beck, A., Dolan, R. J., Huys, Q. J., Rapp, M. A., & Heinz, A. (2015). The effects of life stress and neural learning signals on fluid intelligence. European Archives of Psychiatry and Clinical Neuroscience, 265(1), 35–43. https://doi.org/10.1007/s00406-014-0519-3