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Denis A. Engemann
Denis A. Engemann
Senior Scientist, Biomarker and Experimental Medicine Leader, F Hoffman-La Roche Ltd
Verified email at roche.com - Homepage
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Cited by
Cited by
Year
MEG and EEG data analysis with MNE-Python
A Gramfort, M Luessi, E Larson, DA Engemann, D Strohmeier, ...
Frontiers in neuroscience, 267, 2013
14402013
MNE software for processing MEG and EEG data
A Gramfort, M Luessi, E Larson, DA Engemann, D Strohmeier, ...
Neuroimage 86, 446-460, 2014
12872014
Assessing and tuning brain decoders: cross-validation, caveats, and guidelines
G Varoquaux, PR Raamana, DA Engemann, A Hoyos-Idrobo, Y Schwartz, ...
NeuroImage 145, 166-179, 2017
4502017
Segregation of the human medial prefrontal cortex in social cognition
D Bzdok, R Langner, L Schilbach, DA Engemann, AR Laird, PT Fox, ...
Frontiers in human neuroscience 7, 232, 2013
2022013
Autoreject: Automated artifact rejection for MEG and EEG data
M Jas, DA Engemann, Y Bekhti, F Raimondo, A Gramfort
NeuroImage 159, 417-429, 2017
1822017
Robust EEG-based cross-site and cross-protocol classification of states of consciousness
DA Engemann, F Raimondo, JR King, B Rohaut, G Louppe, F Faugeras, ...
Brain 141 (11), 3179-3192, 2018
1572018
Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals
DA Engemann, A Gramfort
NeuroImage 108, 328-342, 2015
1512015
A reproducible MEG/EEG group study with the MNE software: recommendations, quality assessments, and good practices
M Jas, E Larson, DA Engemann, J Leppäkangas, S Taulu, M Hämäläinen, ...
Frontiers in neuroscience 12, 530, 2018
75*2018
Uncovering the structure of clinical EEG signals with self-supervised learning
H Banville, O Chehab, A Hyvärinen, DA Engemann, A Gramfort
Journal of Neural Engineering 18 (4), 046020, 2021
572021
Children's norm enforcement in their interactions with peers
B Köymen, E Lieven, DA Engemann, H Rakoczy, F Warneken, ...
Child development 85 (3), 1108-1122, 2014
562014
Survival and consciousness recovery are better in the minimally conscious state than in the vegetative state
F Faugeras, B Rohaut, M Valente, J Sitt, S Demeret, F Bolgert, N Weiss, ...
Brain Injury 32 (1), 72-77, 2018
482018
Inference and prediction diverge in biomedicine
D Bzdok, D Engemann, B Thirion
Patterns 1 (8), 100119, 2020
46*2020
Brain–heart interactions reveal consciousness in noncommunicating patients
F Raimondo, B Rohaut, A Demertzi, M Valente, DA Engemann, M Salti, ...
Annals of neurology 82 (4), 578-591, 2017
442017
Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers
DA Engemann, O Kozynets, D Sabbagh, G Lemaître, G Varoquaux, ...
Elife 9, e54055, 2020
412020
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states
D Sabbagh, P Ablin, G Varoquaux, A Gramfort, DA Engemann
NeuroImage 222, 116893, 2020
352020
Manifold-regression to predict from MEG/EEG brain signals without source modeling
D Sabbagh, P Ablin, G Varoquaux, A Gramfort, DA Engemann
arXiv preprint arXiv:1906.02687, 2019
342019
Games people play—toward an enactive view of cooperation in social neuroscience
DA Engemann, D Bzdok, SB Eickhoff, K Vogeley, L Schilbach
Frontiers in human neuroscience 6, 148, 2012
332012
Combined behavioral and electrophysiological evidence for a direct cortical effect of prefrontal tDCS on disorders of consciousness
B Hermann, F Raimondo, L Hirsch, Y Huang, M Denis-Valente, P Pérez, ...
Scientific reports 10 (1), 1-16, 2020
302020
Self-supervised representation learning from electroencephalography signals
H Banville, I Albuquerque, A Hyvärinen, G Moffat, DA Engemann, ...
2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019
302019
Encoding and Decoding Framework to Uncover the Algorithms of Cognition
JR King, L Gwilliams, C Holdgraf, J Sassenhagen, A Barachant, ...
The Cognitive Neurosciences, 6, 691-702, 2020
21*2020
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