|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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, ...
|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
|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
|Brain-Based Classification of Youth with Anxiety Disorders: an ENIGMA-ANXIETY Transdiagnostic Examination using Machine Learning|
WB Bruin, P Zhutovsky, G van Wingen, JM Bas-Hoogendam, ...
|Brain morphology in juvenile anxiety disorders: transdiagnostic examinations using big data and machine learning|
W Bruin, P Zhutovsky, GA van Wingen, R Thomas, JM Bas-Hoogendam, ...
Neuroscience Applied 1, 100141, 2022