Research output per year
Research output per year
Personal profile
Research interests
As a clinically interested neuroscientist, I develop objective biomarkers to improve clinical decision-making in anxiety, mood, and obsessive-compulsive disorders. Working with large-scale international consortia, I integrate multimodal neuroimaging and behavioural data using both univariate and multivariate analyses. This includes supervised machine learning to predict diagnoses and treatment outcomes, and normative modelling to understand how atypical brain development relates to psychopathology.
Specialisation
Neuroimaging, Neuroscience, Precision Psychiatry, Machine Learning
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Collaborations and top research areas from the last five years
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Brain age prediction in generalized anxiety disorder using a convolutional neural network
ENIGMA-Anxiety GAD Working Group, Dec 2026, In: Translational psychiatry. 16, 1, 368.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Structural brain differences associated with panic disorder: an ENIGMA-Anxiety Working Group mega-analysis of 4924 individuals worldwide
Han, L. K. M., Bruin, W. B., Bas-Hoogendam, J. M., Groenewold, N. A., Hilbert, K., Winkler, A. M., Zugman, A., Asami, T., Barber, J. P., Benedetti, F., Blair, R. J. R., Böhnlein, J., Brambilla, P., Breuer, F., Buckner, R. L., Bülow, R., Calkins, M. E., Chechko, N., Dannlowski, U. & Dohm, K. & 60 others, , May 2026, In: Molecular psychiatry. 31, 5, p. 2402-2417 16 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile37 Downloads (Pure) -
Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data
van de Mortel, L. A., Bruin, W. B., Alonso, P., Bertolín, S., Feusner, J. D., Guo, J., Hagen, K., Hansen, B., Thorsen, A. L., Martínez-Zalacaín, I., Menchón, J. M., Nurmi, E. L., O'Neill, J., Piacentini, J. C., Real, E., Segalàs, C., Soriano-Mas, C., Thomopoulos, S. I., Stein, D. J. & Thompson, P. M. & 2 others, , 15 Nov 2025, In: Journal of affective disorders. 389, 119729.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile77 Downloads (Pure) -
Inhibitory control and error processing in Obsessive-Compulsive Disorder: A mega-analysis of task-based fMRI data by the ENIGMA-OCD consortium
ENIGMA-OCD consortium, 27 Oct 2025, In: bioRxiv : the preprint server for biology.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Downloads (Pure) -
Shared and distinct alterations in brain structure of youth with internalizing or externalizing disorders: Findings from the ENIGMA Antisocial Behavior, ADHD, MDD, and Anxiety Working Groups
ENIGMA Antisocial Behavior, Anxiety, ADHD, and MDD Working Groups, 12 Aug 2025, (E-pub ahead of print) In: Biological psychiatry.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile38 Downloads (Pure)