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Alexandre Gramfort
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Scikit-learn: Machine learning in Python
F Pedregosa, G Varoquaux, A Gramfort, V Michel, B Thirion, O Grisel, ...
the Journal of machine Learning research 12, 2825-2830, 2011
651262011
API design for machine learning software: experiences from the scikit-learn project
L Buitinck, G Louppe, M Blondel, F Pedregosa, A Mueller, O Grisel, ...
arXiv preprint arXiv:1309.0238, 2013
22542013
MEG and EEG data analysis with MNE-Python
A Gramfort, M Luessi, E Larson, DA Engemann, D Strohmeier, ...
Frontiers in neuroscience, 267, 2013
16142013
MNE software for processing MEG and EEG data
A Gramfort, M Luessi, E Larson, DA Engemann, D Strohmeier, ...
Neuroimage 86, 446-460, 2014
13592014
Machine learning for neuroimaging with scikit-learn
A Abraham, F Pedregosa, M Eickenberg, P Gervais, A Mueller, J Kossaifi, ...
Frontiers in neuroinformatics, 14, 2014
12162014
OpenMEEG: opensource software for quasistatic bioelectromagnetics
A Gramfort, T Papadopoulo, E Olivi, M Clerc
Biomedical engineering online 9 (1), 1-20, 2010
8872010
Deep learning-based electroencephalography analysis: a systematic review
Y Roy, H Banville, I Albuquerque, A Gramfort, TH Falk, J Faubert
arXiv preprint arXiv:1901.05498, 2019
6422019
Large scale screening of neural signatures of consciousness in patients in a vegetative or minimally conscious state
JD Sitt, JR King, I El Karoui, B Rohaut, F Faugeras, A Gramfort, L Cohen, ...
Brain 137 (8), 2258-2270, 2014
4052014
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
S Chambon, MN Galtier, PJ Arnal, G Wainrib, A Gramfort
IEEE Transactions on Neural Systems and Rehabilitation Engineering 26 (4 …, 2018
3852018
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
3082010
Local and long-range functional connectivity is reduced in concert in autism spectrum disorders
S Khan, A Gramfort, NR Shetty, MG Kitzbichler, S Ganesan, JM Moran, ...
Proceedings of the National Academy of Sciences 110 (8), 3107-3112, 2013
2852013
Seeing it all: Convolutional network layers map the function of the human visual system
M Eickenberg, A Gramfort, G Varoquaux, B Thirion
NeuroImage 152, 184-194, 2017
2712017
Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations
A Gramfort, D Strohmeier, J Haueisen, MS Hämäläinen, M Kowalski
NeuroImage 70, 410-422, 2013
2452013
Mixed-norm estimates for the M/EEG inverse problem using accelerated gradient methods
A Gramfort, M Kowalski, M Hämäläinen
Physics in Medicine & Biology 57 (7), 1937, 2012
2222012
Multi-subject dictionary learning to segment an atlas of brain spontaneous activity
G Varoquaux, A Gramfort, F Pedregosa, V Michel, B Thirion
Biennial International Conference on information processing in medical …, 2011
2222011
POT: Python Optimal Transport.
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
J. Mach. Learn. Res. 22 (78), 1-8, 2021
2182021
Autoreject: Automated artifact rejection for MEG and EEG data
M Jas, DA Engemann, Y Bekhti, F Raimondo, A Gramfort
NeuroImage 159, 417-429, 2017
2112017
Total variation regularization for fMRI-based prediction of behavior
V Michel, A Gramfort, G Varoquaux, E Eger, B Thirion
IEEE transactions on medical imaging 30 (7), 1328-1340, 2011
1712011
Association between antidepressant use and reduced risk of intubation or death in hospitalized patients with COVID-19: results from an observational study
N Hoertel, M Sánchez-Rico, R Vernet, N Beeker, AS Jannot, A Neuraz, ...
Molecular psychiatry 26 (9), 5199-5212, 2021
1632021
Single-trial decoding of auditory novelty responses facilitates the detection of residual consciousness
JR King, F Faugeras, A Gramfort, A Schurger, I El Karoui, JD Sitt, ...
Neuroimage 83, 726-738, 2013
1582013
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