Articles with public access mandates - Rajat Mani ThomasLearn more
Not available anywhere: 4
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
Mandates: Netherlands Organisation for Scientific Research
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
Mandates: Netherlands Organisation for Scientific Research
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
Mandates: Netherlands Organisation for Health Research and Development
78. Machine Learning Classification of Obsessive-Compulsive Disorder Using Structural Neuroimaging Data: ENIGMA Working Group
W Bruin, J Shock, R Thomas, N Groenewold, P Boedhoe, PM Thompson, ...
Biological Psychiatry 85 (10), S32, 2019
Mandates: Netherlands Organisation for Scientific Research, Netherlands Organisation …
Available somewhere: 30
Increased functional connectivity between subcortical and cortical resting-state networks in autism spectrum disorder
L Cerliani, M Mennes, RM Thomas, A Di Martino, M Thioux, C Keysers
JAMA psychiatry 72 (8), 767-777, 2015
Mandates: US Department of Veterans Affairs, European Commission, Royal Netherlands …
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
Mandates: Netherlands Organisation for Scientific Research
Probing reionization with LOFAR using 21-cm redshift space distortions
H Jensen, KK Datta, G Mellema, E Chapman, FB Abdalla, IT Iliev, Y Mao, ...
Monthly Notices of the Royal Astronomical Society 435 (1), 460-474, 2013
Mandates: Swedish Research Council, UK Science and Technology Facilities Council
A machine-learning data set prepared from the NASA solar dynamics observatory mission
R Galvez, DF Fouhey, M Jin, A Szenicer, A Muñoz-Jaramillo, ...
The Astrophysical Journal Supplement Series 242 (1), 7, 2019
Mandates: US National Aeronautics and Space Administration, Gordon and Betty Moore …
Polarization leakage in epoch of reionization windows–I. Low Frequency Array observations of the 3C196 field
KMB Asad, LVE Koopmans, V Jelić, VN Pandey, A Ghosh, FB Abdalla, ...
Monthly Notices of the Royal Astronomical Society 451 (4), 3709-3727, 2015
Mandates: UK Science and Technology Facilities Council, European Commission
Detection and extraction of signals from the epoch of reionization using higher-order one-point statistics
GJA Harker, S Zaroubi, RM Thomas, V Jelić, P Labropoulos, G Mellema, ...
Monthly Notices of the Royal Astronomical Society 393 (4), 1449-1458, 2009
Mandates: Swiss National Science Foundation
Constraining the epoch of reionization with the variance statistic: simulations of the LOFAR case
AH Patil, S Zaroubi, E Chapman, V Jelić, G Harker, FB Abdalla, KMB Asad, ...
Monthly Notices of the Royal Astronomical Society 443 (2), 1113-1124, 2014
Mandates: European Commission
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
Mandates: Swiss National Science Foundation, US National Institutes of Health …
Discovering extremely compact and metal-poor, star-forming dwarf galaxies out to z~ 0.9 in the VIMOS Ultra-Deep Survey
R Amorín, V Sommariva, M Castellano, A Grazian, LAM Tasca, A Fontana, ...
Astronomy & Astrophysics 568, L8, 2014
Mandates: European Commission, Government of Italy
Bidirectional cingulate-dependent danger information transfer across rats
Y Han, R Bruls, E Soyman, RM Thomas, V Pentaraki, N Jelinek, ...
PLoS biology 17 (12), e3000524, 2019
Mandates: Netherlands Organisation for Scientific Research, European Commission, Royal …
A hybrid 3DCNN and 3DC-LSTM based model for 4D spatio-temporal fMRI data: an ABIDE autism classification study
A El-Gazzar, M Quaak, L Cerliani, P Bloem, G van Wingen, ...
International Workshop on OR 2.0 Context-Aware Operating Theaters, 95-102, 2019
Mandates: Netherlands Organisation for Scientific Research
Grey matter loss at different stages of cognitive decline: A role for the thalamus in developing Alzheimer’s disease
LA van de Mortel, RM Thomas, GA van Wingen, ...
Journal of Alzheimer's Disease 83 (2), 705-720, 2021
Mandates: US Department of Defense, US National Institutes of Health, Canadian …
Prospects for detecting the 21 cm forest from the diffuse intergalactic medium with LOFAR
B Ciardi, P Labropoulos, A Maselli, R Thomas, S Zaroubi, L Graziani, ...
Monthly Notices of the Royal Astronomical Society 428 (2), 1755-1765, 2013
Mandates: German Research Foundation
Simple 1-D convolutional networks for resting-state fMRI based classification in autism
A El Gazzar, L Cerliani, G van Wingen, RM Thomas
2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019
Mandates: Netherlands Organisation for Scientific Research
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 28 (7), 3013-3022, 2023
Mandates: Austrian Science Fund, National Health and Medical Research Council …
Fusing structural and functional MRIs using graph convolutional networks for autism classification
D Arya, R Olij, DK Gupta, A El Gazzar, G Wingen, M Worring, RM Thomas
Medical imaging with deep learning, 44-61, 2020
Mandates: Netherlands Organisation for Scientific Research
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