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Author Details

Alexandre Gramfort
Universite Paris-Saclay
2007
67
31
PMIDPaper TitleJournal TitlePublished Year
37744469The Past, Present, and Future of the Brain Imaging Data Structure (BIDS).ArXiv2024
36864133Evidence of a predictive coding hierarchy in the human brain listening to speech.Nat Hum Behav2023
37638087Repurposing electroencephalogram monitoring of general anaesthesia for building biomarkers of brain ageing: an exploratory study.BJA Open2023
37131818Methods and considerations for estimating parameters in biophysically detailed neural models with simulation based inference.bioRxiv2023
36584759Using convolutional dictionary learning to detect task-related neuromagnetic transients and ageing trends in a large open-access dataset.Neuroimage2023
33211653DiCoDiLe: Distributed Convolutional Dictionary Learning.IEEE Trans Pattern Anal Mach Intell2022
35495048Editorial: From Raw MEG/EEG to Publication: How to Perform MEG/EEG Group Analysis With Free Academic Software.Front Neurosci2022
35905809A reusable benchmark of brain-age prediction from M/EEG resting-state signals.Neuroimage2022
36368035Data augmentation for learning predictive models on EEG: a systematic comparison.J Neural Eng2022
36175483Deep language algorithms predict semantic comprehension from brain activity.Sci Rep2022
35992635Intracranial Electrode Location and Analysis in MNE-Python.J Open Source Softw2022
34890794A unified view on beamformers for M/EEG source reconstruction.Neuroimage2022
35181552Robust learning from corrupted EEG with dynamic spatial filtering.Neuroimage2022
33181507Uncovering the structure of clinical EEG signals with self-supervised learning.J Neural Eng2021
33771653Spectral Independent Component Analysis with noise modeling for M/EEG source separation.J Neurosci Methods2021
33536545Association between antidepressant use and reduced risk of intubation or death in hospitalized patients with COVID-19: results from an observational study.Mol Psychiatry2021
33559821Observational Study of Chlorpromazine in Hospitalized Patients with COVID-19.Clin Drug Investig2021
33608891Dexamethasone use and mortality in hospitalized patients with coronavirus disease 2019: A multicentre retrospective observational study.Br J Clin Pharmacol2021
33606790Observational study of haloperidol in hospitalized patients with COVID-19.PLoS One2021
34945186Hydroxyzine Use and Mortality in Patients Hospitalized for COVID-19: A Multicenter Observational Study.J Clin Med2021
32423528Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers.Elife2020
32958924Issues and recommendations from the OHBM COBIDAS MEEG committee for reproducible EEG and MEG research.Nat Neurosci2020
32278091Comparison of beamformer implementations for MEG source localization.Neuroimage2020
32439535Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states.Neuroimage2020
32438046Multi-subject MEG/EEG source imaging with sparse multi-task regression.Neuroimage2020
30792271The Strength of Alpha-Beta Oscillatory Coupling Predicts Motor Timing Precision.J Neurosci2019
35990374MNE-BIDS: Organizing electrophysiological data into the BIDS format and facilitating their analysis.J Open Source Softw2019
31151119Deep learning-based electroencephalography analysis: a systematic review.J Neural Eng2019
30946878DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal.J Neurosci Methods2019
29641380A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series.IEEE Trans Neural Syst Rehabil Eng2018
29917016MEG-BIDS, the brain imaging data structure extended to magnetoencephalography.Sci Data2018
30127712A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices.Front Neurosci2018
30420501Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants.Proc Natl Acad Sci U S A2018
29674041Optimization of classification and regression analysis of four monoclonal antibodies from Raman spectra using collaborative machine learning approach.Talanta2018
27777172Seeing it all: Convolutional network layers map the function of the human visual system.Neuroimage2017
29227989Non-linear auto-regressive models for cross-frequency coupling in neural time series.PLoS Comput Biol2017
28645840Autoreject: Automated artifact rejection for MEG and EEG data.Neuroimage2017
25316341Spatiotemporal Signatures of Lexical-Semantic Prediction.Cereb Cortex2016
27093548The Iterative Reweighted Mixed-Norm Estimate for Spatio-Temporal MEG/EEG Source Reconstruction.IEEE Trans Med Imaging2016
25304775Data-driven HRF estimation for encoding and decoding models.Neuroimage2015
26221679Fast Optimal Transport Averaging of Neuroimaging Data.Inf Process Med Imaging2015
25541187Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals.Neuroimage2015
24161808MNE software for processing MEG and EEG data.Neuroimage2014
24919971Large scale screening of neural signatures of consciousness in patients in a vegetative or minimally conscious state.Brain2014
24600388Machine learning for neuroimaging with scikit-learn.Front Neuroinform2014
24531044Encoding of event timing in the phase of neural oscillations.Neuroimage2014
24565923Supramodal processing optimizes visual perceptual learning and plasticity.Neuroimage2014
24475052Two distinct dynamic modes subtend the detection of unexpected sounds.PLoS One2014
24084469Denoising and fast diffusion imaging with physically constrained sparse dictionary learning.Med Image Anal2014
23291276Time-frequency mixed-norm estimates: sparse M/EEG imaging with non-stationary source activations.Neuroimage2013
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Collaborators

Ga??l Varoquaux
Universite Paris Saclay
Co-authored papers 9
Sylvain Baillet
Montreal Neurological Institute, McGill University
Co-authored papers 5
Mainak Jas
Aalto University
Co-authored papers 5
Robert Oostenveld
Donders Institute for Brain, Radboud University Nijmegen
Co-authored papers 5
Antoine Neuraz
INSERM UMR 3, Universite Paris Cite, Imagine Institute
Co-authored papers 5
Vladimir Litvak
Co-authored papers 4
Teon L Brooks
Stanford University
Co-authored papers 4
Alexander P Rockhill
Oregon Health & Science University
Co-authored papers 3
Guiomar Niso
Instituto Cajal
Co-authored papers 2
Jean-Baptiste Poline
McGill University
Co-authored papers 2
Krzysztof J Gorgolewski
Stanford University
Co-authored papers 2
Nicole C Swann
University of Oregon
Co-authored papers 2
Cyril R Pernet
Neurobiology Research Unit, Copenhagen University Hospital
Co-authored papers 2
Fran??ois Tadel
Grenoble Institut Neurosciences, Universite Grenoble Alpes, Inserm
Co-authored papers 2
Stefan Appelhoff
Max Planck Institute for Human Development
Co-authored papers 2
Guillaume Flandin
University College London
Co-authored papers 2
Vince D Calhoun
Georgia Institute of Technology, Emory University
Co-authored papers 1
Samuel Guay
Universite de Montreal
Co-authored papers 1
Adam G Thomas
National Institute of Mental Health
Co-authored papers 1
Jon Haitz Legarreta
Brigham and Women's Hospital, Mass General Brigham/Harvard Medical School
Co-authored papers 1
Gustav Nilsonne
Karolinska Institutet
Co-authored papers 1
Julien Cohen-Adad
Institute of Biomedical Engineering
Co-authored papers 1
Arnaud Delorme
University of California
Co-authored papers 1
Shashank Bansal
University of California
Co-authored papers 1
Mathieu Boudreau
Montreal Heart Institute
Co-authored papers 1
Gaia Rizzo
Imperial College London
Co-authored papers 1
Tam??s Spis??k
Center for Translational Neuro- and Behavioral Sciences, University Medicine Essen
Co-authored papers 1
Dejan Draschkow
University of Oxford
Co-authored papers 1
R??mi Gau
McGill University
Co-authored papers 1
Michael Schirner
Berlin Institute of Health (BIH) at Charite - Universitatsmedizin Berlin
Co-authored papers 1
Release 1.2