オープン アクセスを義務付けられた論文 - Gaël Varoquaux詳細
一般公開: 101 件
確認
Machine learning for neuroimaging with scikit-learn
A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Mueller, J Kossaifi, ...
Frontiers in neuroinformatics 8, 14, 2014
委任: US National Institutes of Health
確認
The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments
KJ Gorgolewski, T Auer, VD Calhoun, RC Craddock, S Das, EP Duff, ...
Scientific data 3 (1), 1-9, 2016
委任: US National Science Foundation, US National Institutes of Health, UK Medical …
確認
Why do tree-based models still outperform deep learning on typical tabular data?
L Grinsztajn, E Oyallon, G Varoquaux
Advances in neural information processing systems 35, 507-520, 2022
委任: Agence Nationale de la Recherche
確認
Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
A Abraham, MP Milham, A Di Martino, RC Craddock, D Samaras, ...
NeuroImage 147, 736-745, 2017
委任: US National Institutes of Health
確認
Establishment of best practices for evidence for prediction: a review
RA Poldrack, G Huckins, G Varoquaux
JAMA psychiatry 77 (5), 534-540, 2020
委任: US National Institutes of Health
確認
NeuroVault. org: a web-based repository for collecting and sharing unthresholded statistical maps of the human brain
KJ Gorgolewski, G Varoquaux, G Rivera, Y Schwarz, SS Ghosh, ...
Frontiers in neuroinformatics 9, 8, 2015
委任: US National Institutes of Health, Wellcome Trust
確認
Predicting brain-age from multimodal imaging data captures cognitive impairment
F Liem, G Varoquaux, J Kynast, F Beyer, SK Masouleh, JM Huntenburg, ...
Neuroimage 148, 179-188, 2017
委任: Swiss National Science Foundation, German Research Foundation
確認
Machine learning for medical imaging: methodological failures and recommendations for the future
G Varoquaux, V Cheplygina
NPJ digital medicine 5 (1), 48, 2022
委任: Agence Nationale de la Recherche
確認
Which fMRI clustering gives good brain parcellations?
B Thirion, G Varoquaux, E Dohmatob, JB Poline
Frontiers in neuroscience 8, 167, 2014
委任: US National Institutes of Health
確認
Brain covariance selection: better individual functional connectivity models using population prior
G Varoquaux, A Gramfort, JB Poline, B Thirion
Advances in neural information processing systems 23, 2010
委任: National Institute of Health and Medical Research, France
確認
Benchmarking functional connectome-based predictive models for resting-state fMRI
K Dadi, M Rahim, A Abraham, D Chyzhyk, M Milham, B Thirion, ...
NeuroImage 192, 115-134, 2019
委任: US Department of Defense, US National Institutes of Health, Canadian …
確認
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods
KJ Gorgolewski, F Alfaro-Almagro, T Auer, P Bellec, M Capotă, ...
PLoS computational biology 13 (3), e1005209, 2017
委任: US National Institutes of Health, UK Medical Research Council
確認
Group-PCA for very large fMRI datasets
SM Smith, A Hyvärinen, G Varoquaux, KL Miller, CF Beckmann
Neuroimage 101, 738-749, 2014
委任: UK Engineering and Physical Sciences Research Council, Wellcome Trust
確認
A group model for stable multi-subject ICA on fMRI datasets
G Varoquaux, S Sadaghiani, P Pinel, A Kleinschmidt, JB Poline, B Thirion
Neuroimage 51 (1), 288-299, 2010
委任: National Institute of Health and Medical Research, France
確認
Metrics reloaded: recommendations for image analysis validation
L Maier-Hein, B Menze, P Godau, MD Tizabi, F Buettner, E Christodoulou, ...
Nature methods, 2024
委任: Swiss National Science Foundation, US National Institutes of Health, Natural …
確認
Big data and extreme-scale computing: Pathways to convergence-toward a shaping strategy for a future software and data ecosystem for scientific inquiry
M Asch, T Moore, R Badia, M Beck, P Beckman, T Bidot, F Bodin, ...
The International Journal of High Performance Computing Applications 32 (4 …, 2018
委任: US National Science Foundation, US Department of Energy
確認
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium
GA Brat, GM Weber, N Gehlenborg, P Avillach, NP Palmer, L Chiovato, ...
NPJ digital medicine 3 (1), 109, 2020
委任: US National Institutes of Health
確認
Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants
JM Kernbach, BTT Yeo, J Smallwood, DS Margulies, ...
Proceedings of the National Academy of Sciences 115 (48), 12295-12300, 2018
委任: US National Institutes of Health, German Research Foundation, UK Medical …
確認
NeuroQuery, comprehensive meta-analysis of human brain mapping
J Dockès, RA Poldrack, R Primet, H Gözükan, T Yarkoni, F Suchanek, ...
elife 9, e53385, 2020
委任: US National Science Foundation, US National Institutes of Health, European …
確認
Causal inference methods for combining randomized trials and observational studies: a review
B Colnet, I Mayer, G Chen, A Dieng, R Li, G Varoquaux, JP Vert, J Josse, ...
Statistical science 39 (1), 165-191, 2024
委任: US National Science Foundation, US National Institutes of Health
公開と助成金に関する情報は、コンピュータ プログラムによって自動的に決定されます