Publications
This list is generated automatically from my ORCID record and refreshed each week, with metadata and citation counts from Crossref. My name is shown in bold. See also my Google Scholar profile.
24 outputs · 1005 citations recorded by Crossref.
2026
Richier, C., Zugman, A., Harrewijn, A., …, Bruin, W.B., …, Sawyers, C.K.. Brain age prediction in generalized anxiety disorder using a convolutional neural network. Translational Psychiatry.
doi:10.1038/s41398-026-04078-3 · 1 citations
Han, L.K.M., Bruin, W.B., Bas-Hoogendam, J.M., …, Aghajani, M.. Structural brain differences associated with panic disorder: an ENIGMA-Anxiety Working Group mega-analysis of 4924 individuals worldwide. Molecular Psychiatry.
doi:10.1038/s41380-025-03376-4
Preprint Ruan, H., Chung, M.K., Bruin, W.B., …, Koch, K.. Mapping Higher-Order Topology in OCD Brain Networks with Hodge Laplacian.
doi:10.64898/2026.03.04.709586
Ruan, H., Chung, M.K., Bruin, W.B., Dzinalija, N., Thompson, P., Stein, D., van den Heuvel, O., Koch, K.. Disrupted Higher-Order Topology in OCD Brain Networks Revealed by Hodge Laplacian – an ENIGMA Study. Zenodo. Dataset
Sophie Townend, Staginnus, M., Gao, Y., …, Bruin, W.B., …, Fairchild, G.. Shared and Distinct Alterations in Brain Structure of Youth With Internalizing or Externalizing Disorders: Findings From the ENIGMA Antisocial Behavior, ADHD, Major Depressive Disorder, and Anxiety Working Groups. Biological Psychiatry.
doi:10.1016/j.biopsych.2025.08.003 · 6 citations
2025
Preprint van de Mortel, L.A., Bruin, W.B., Alonso, P., …, van Wingen, G.A.. Development and validation of a machine learning model to predict cognitive behavioral therapy outcome in obsessive-compulsive disorder using clinical and neuroimaging data.
doi:10.1101/2025.02.14.25322265
2024
Kim, B.G., Kim, G., Abe, Y., …, Bruin, W.B., …, Cha, J.. White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group. Molecular Psychiatry.
doi:10.1038/s41380-023-02392-6 · 17 citations
van Bennekom, M.J., van Wingen, G., Bruin, W.B., Luigjes, J., Denys, D.. Brain Activation During Virtual Reality Symptom Provocation in Obsessive-Compulsive Disorder: Proof-of-Concept Study. JMIR XR and Spatial Computing.
doi:10.2196/47468 · 1 citations
Bruin, W.B., Zhutovsky, P., van Wingen, G.A., …, Aghajani, M.. Brain-based classification of youth with anxiety disorders: transdiagnostic examinations within the ENIGMA-Anxiety database using machine learning. Nature Mental Health.
doi:10.1038/s44220-023-00173-2 · 12 citations
van der Straten, A., Bruin, W., van de Mortel, L., …, van Wingen, G.. Pharmacological and Psychological Treatment Have Common and Specific Effects on Brain Activity in Obsessive-Compulsive Disorder. Depression and Anxiety.
doi:10.1155/2024/6687657 · 7 citations
Verdijk, J.P., van de Mortel, L.A., ten Doesschate, F., …, Bruin, W.B., …, van Waarde, J.A.. Longitudinal resting-state network connectivity changes in electroconvulsive therapy patients compared to healthy controls. Brain Stimulation.
doi:10.1016/j.brs.2023.12.005 · 13 citations
2023
Bruin, W.B., Abe, Y., Alonso, P., …, van Wingen, G.A.. The functional connectome in obsessive-compulsive disorder: resting-state mega-analysis and machine learning classification for the ENIGMA-OCD consortium. Molecular Psychiatry.
doi:10.1038/s41380-023-02077-0 · 70 citations
Bruin, W.B., Oltedal, L., Bartsch, H., …, van Wingen, G.. Development and validation of a multimodal neuroimaging biomarker for electroconvulsive therapy outcome in depression: a multicenter machine learning analysis. Psychological Medicine.
doi:10.1017/s0033291723002040 · 21 citations
ten Doesschate, F., Bruin, W., Zeidman, P., …, van Wingen, G.A.. Effective resting-state connectivity in severe unipolar depression before and after electroconvulsive therapy. Brain Stimulation.
doi:10.1016/j.brs.2023.07.054 · 12 citations
2022
van de Mortel, L., Bruin, W., Thomas, R., …, van Wingen, G.. Multimodal multi-center analysis of electroconvulsive therapy effects in depression: Brainwide gray matter increase without functional changes. Brain Stimulation.
doi:10.1016/j.brs.2022.07.053 · 15 citations
2021
Takamiya, A., Dols, A., Emsell, L., …, Bruin, W., …, Kishimoto, T.. Neural Substrates of Psychotic Depression: Findings From the Global ECT-MRI Research Collaboration. Schizophrenia Bulletin.
doi:10.1093/schbul/sbab122 · 5 citations
Preprint ten Doesschate, F., Bruin, W., Zeidman, P., …, van Wingen, G.A.. Neural excitation/inhibition imbalance and the treatment of severe depression. bioRxiv.
doi:10.1101/2021.07.09.451784 · 4 citations
2020
van den Heuvel, O.A., Boedhoe, P.S., Bertolin, S., Bruin, W.B., …, ENIGMA‐OCD working group. An overview of the first 5 years of the ENIGMA obsessive–compulsive disorder working group: The power of worldwide collaboration. Human Brain Mapping.
doi:10.1002/hbm.24972 · 72 citations
Bruin, W.B., Taylor, L., Thomas, R.M., …, van Wingen, G.A.. Structural neuroimaging biomarkers for obsessive-compulsive disorder in the ENIGMA-OCD consortium: medication matters. Translational Psychiatry.
doi:10.1038/s41398-020-01013-y · 72 citations
Thompson, P.M., Jahanshad, N., Ching, C.R.K., …, Bruin, W.B., …, for the ENIGMA Consortium. ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries. Translational Psychiatry.
doi:10.1038/s41398-020-0705-1 · 575 citations
Thomas, R.M., Bruin, W., Zhutovsky, P., van Wingen, G.. Dealing with missing data, small sample sizes, and heterogeneity in machine learning studies of brain disorders. Machine Learning. Book chapter
doi:10.1016/b978-0-12-815739-8.00014-6 · 29 citations
2019
Bruin, W., Denys, D., van Wingen, G.. Diagnostic neuroimaging markers of obsessive-compulsive disorder: Initial evidence from structural and functional MRI studies. Progress in Neuro-Psychopharmacology and Biological Psychiatry.
doi:10.1016/j.pnpbp.2018.08.005 · 44 citations
Schrantee, A., Solleveld, M.M., Schwantje, H., Bruin, W.B., …, Reneman, L.. Dose-dependent effects of the selective serotonin reuptake inhibitor citalopram: A combined SPECT and phMRI study. Journal of Psychopharmacology.
doi:10.1177/0269881119836229 · 10 citations
Zhutovsky, P., Vijverberg, E.G., Bruin, W.B., Thomas, R.M., Wattjes, M.P., Pijnenburg, Y.A., van Wingen, G.A., Dols, A.. Individual Prediction of Behavioral Variant Frontotemporal Dementia Development Using Multivariate Pattern Analysis of Magnetic Resonance Imaging Data. Journal of Alzheimer’s Disease.
doi:10.3233/jad-181004 · 19 citations