| Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks RM Thomas, S Gallo, L Cerliani, P Zhutovsky, A El-Gazzar, G van Wingen Frontiers in Psychiatry 11, 440, 2020 | 99 | 2020 |
| Structural neuroimaging biomarkers for obsessive-compulsive disorder in the ENIGMA-OCD consortium: medication matters WB Bruin, L Taylor, RM Thomas, JP Shock, P Zhutovsky, Y Abe, P Alonso, ... Translational psychiatry 10 (1), 342, 2020 | 59 | 2020 |
| Turning wounds into wisdom: Posttraumatic growth over the course of two types of trauma-focused psychotherapy in patients with PTSD MJ Nijdam, CAI van der Meer, M van Zuiden, P Dashtgard, D Medema, ... Journal of affective disorders 227, 424-431, 2018 | 44 | 2018 |
| Dealing with missing data, small sample sizes, and heterogeneity in machine learning studies of brain disorders RM Thomas, W Bruin, P Zhutovsky, G van Wingen Machine Learning, 249-266, 2020 | 36 | 2020 |
| Individual prediction of psychotherapy outcome in posttraumatic stress disorder using neuroimaging data P Zhutovsky, RM Thomas, M Olff, SJH van Rooij, M Kennis, ... Translational Psychiatry 9 (1), 326, 2019 | 34 | 2019 |
| Functional connectivity signatures of major depressive disorder: machine learning analysis of two multicenter neuroimaging studies S Gallo*, A El-Gazzar*, P Zhutovsky, RM Thomas, N Javaheripour, M Li, ... Molecular Psychiatry, 1-10, 2023 | 28 | 2023 |
| Predicting the naturalistic course in anxiety disorders using clinical and biological markers: a machine learning approach WA Bokma*, P Zhutovsky*, EJ Giltay, RA Schoevers, BWJH Penninx, ... Psychological Medicine, 1-11, 2020 | 24 | 2020 |
| Default network activity is associated with better performance in a vigilance task C Bogler, A Vowinkel, P Zhutovsky, JD Haynes Frontiers in human neuroscience 11, 623, 2017 | 22 | 2017 |
| Individual Prediction of Behavioral Variant Frontotemporal Dementia Development Using Multivariate Pattern Analysis of Magnetic Resonance Imaging Data P Zhutovsky, EGB Vijverberg, WB Bruin, RM Thomas, MP Wattjes, ... Journal of Alzheimer's Disease 68 (3), 1229-1241, 2019 | 17 | 2019 |
| Connectivity networks in gambling disorder: a resting-state fMRI study T van Timmeren, P Zhutovsky, RJ van Holst, AE Goudriaan International Gambling Studies 18 (2), 242-258, 2018 | 17 | 2018 |
| Recreational use of GHB is associated with alterations of resting state functional connectivity of the central executive and default mode networks F Raposo Pereira*, P Zhutovsky*, MTB Mcmaster, N Polderman, ... Human brain mapping 40 (8), 2413-2421, 2019 | 16 | 2019 |
| Trauma-focused psychotherapy response in youth with posttraumatic stress disorder is associated with changes in insula volume JB Zantvoord*, P Zhutovsky*, JBM Ensink, RO den Kelder, ... Journal of Psychiatric Research, 2020 | 12 | 2020 |
| Individual prediction of trauma-focused psychotherapy response in youth with posttraumatic stress disorder using resting-state functional connectivity P Zhutovsky*, JB Zantvoord*, JBM Ensink, R op den Kelder, RJL Lindauer, ... NeuroImage: Clinical 32, 102898, 2021 | 10 | 2021 |
| Dysregulated functional brain connectivity in response to acute social-evaluative stress in adolescents with PTSD symptoms CE Hilberdink, M van Zuiden, A Schrantee, A Korosi, A Kaiser, ... European Journal of Psychotraumatology 12 (1), 1880727, 2021 | 9 | 2021 |
| Deep brain stimulation response in obsessive-compulsive disorder is associated with preoperative nucleus accumbens volume LC Liebrand*, P Zhutovsky*, EK Tolmeijer, I Graat, N Vulink, P de Koning, ... NeuroImage: Clinical, 102640, 2021 | 8 | 2021 |
| Development and validation of a multimodal neuroimaging biomarker for electroconvulsive therapy outcome in depression: a multicenter machine learning analysis WB Bruin, L Oltedal, H Bartsch, CC Abbott, M Argyelan, T Barbour, ... medRxiv, 2021.07. 29.21261206, 2022 | 5 | 2022 |
| Thalamic hyperconnectivity as neurophysiological signature of major depressive disorder in two multicenter studies S Gallo*, A ElGazzar*, P Zhutovsky, RM Thomas, N Javaheripour, L Meng, ... PsyArXiv, 2021 | 5 | 2021 |
| S27. Predicting Trauma-Focused Therapy Outcome From Resting-State Functional Magnetic Resonance Imaging in Veterans With Posttraumatic Stress Disorder P Zhutovsky, R Thomas, T Varkevisser, M Olff, SJH van Rooij, M Kennis, ... Biological Psychiatry 83 (9), S357, 2018 | 2 | 2018 |
| Brain-based classification of youth with anxiety disorders: transdiagnostic examinations within the ENIGMA-Anxiety database using machine learning WB Bruin, P Zhutovsky, GA van Wingen, JM Bas-Hoogendam, ... Nature Mental Health 2 (1), 104-118, 2024 | 1 | 2024 |
| Distinct multimodal biological and functional profiles of symptom-based subgroups in recent-onset psychosis N Koutsouleris, MO Buciuman, CS Vetter, CFC Weyer, P Zhutovsky, ... | | 2024 |
