Publications by authors named "Denis Engemann"

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Assessing the robustness of deep learning based brain age prediction models across multiple EEG datasets.
Thomas Tveitstol, Mats Tveter, Christoffer Hatlestad-Hall, Hugo L Hammer, Denis A Engemann

IEEE Trans Biomed Eng· December 2025

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GREEN: A lightweight architecture using learnable wavelets and Riemannian geometry for biomarker exploration with EEG signals.
Joseph Paillard, Jörg F Hipp, Denis A Engemann

Patterns (N Y)· March 2025

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Event-related modulation of alpha rhythm explains the auditory P300-evoked response in EEG.
Alina Studenova, Carina Forster, Denis Alexander Engemann, Tilman Hensch, Christian Sanders

Elife· December 2023

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Harmonizing and aligning M/EEG datasets with covariance-based techniques to enhance predictive regression modeling.
Apolline Mellot, Antoine Collas, Pedro L C Rodrigues, Denis Engemann, Alexandre Gramfort

Imaging Neurosci (Camb)· December 2023

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Repurposing electroencephalogram monitoring of general anaesthesia for building biomarkers of brain ageing: an exploratory study.
David Sabbagh, Jérôme Cartailler, Cyril Touchard, Jona Joachim, Alexandre Mebazaa, Denis A Engemann

BJA Open· September 2023

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A systematic review of multimodal brain age studies: Uncovering a divergence between model accuracy and utility.
Robert J Jirsaraie, Aaron J Gorelik, Martins M Gatavins, Denis A Engemann, Ryan Bogdan

Patterns (N Y)· April 2023

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A reusable benchmark of brain-age prediction from M/EEG resting-state signals.
Denis A Engemann, Apolline Mellot, Richard Höchenberger, Hubert Banville, David Sabbagh

Neuroimage· November 2022

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Brain age as a surrogate marker for cognitive performance in multiple sclerosis.
Stijn Denissen, Denis Alexander Engemann, Alexander De Cock, Lars Costers, Johan Baijot

Eur J Neurol· October 2022

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Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging.
Bruno Hebling Vieira, Franziskus Liem, Kamalaker Dadi, Denis A Engemann, Alexandre Gramfort

Neurobiol Aging· October 2022

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Population modeling with machine learning can enhance measures of mental health.
Kamalaker Dadi, Gaël Varoquaux, Josselin Houenou, Danilo Bzdok, Bertrand Thirion, Denis Engemann

Gigascience· October 2021

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Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states.
David Sabbagh, Pierre Ablin, Gaël Varoquaux, Alexandre Gramfort, Denis A Engemann

Neuroimage· November 2020

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Inference and Prediction Diverge in Biomedicine.
Danilo Bzdok, Denis Engemann, Bertrand Thirion

Patterns (N Y)· November 2020

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Interactive Psychometrics for Autism With the Human Dynamic Clamp: Interpersonal Synchrony From Sensorimotor to Sociocognitive Domains.
Florence Baillin, Aline Lefebvre, Amandine Pedoux, Yann Beauxis, Denis A Engemann

Front Psychiatry· November 2020

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Propofol Requirement and EEG Alpha Band Power During General Anesthesia Provide Complementary Views on Preoperative Cognitive Decline.
Cyril Touchard, Jérôme Cartailler, Charlotte Levé, José Serrano, David Sabbagh, Denis Engemann

Front Aging Neurosci· November 2020

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Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers.
Denis A Engemann, Oleh Kozynets, David Sabbagh, Guillaume Lemaître, Gael Varoquaux

Elife· May 2020

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Combined behavioral and electrophysiological evidence for a direct cortical effect of prefrontal tDCS on disorders of consciousness.
Bertrand Hermann, Federico Raimondo, Lukas Hirsch, Yu Huang, Mélanie Denis-Valente, Denis Engemann

Sci Rep· March 2020

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Distinguishing Social From Private Intentions Through the Passive Observation of Gaze Cues.
Mathis Jording, Denis Engemann, Hannah Eckert, Gary Bente, Kai Vogeley

Front Hum Neurosci· December 2019

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Robust EEG-based cross-site and cross-protocol classification of states of consciousness.
Denis A Engemann, Federico Raimondo, Jean-Rémi King, Benjamin Rohaut, Gilles Louppe

Brain· November 2018

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A Reproducible MEG/EEG Group Study With the MNE Software: Recommendations, Quality Assessments, and Good Practices.
Mainak Jas, Eric Larson, Denis A Engemann, Jaakko Leppäkangas, Samu Taulu

Front Neurosci· August 2018

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Survival and consciousness recovery are better in the minimally conscious state than in the vegetative state.
Frédéric Faugeras, Benjamin Rohaut, Mélanie Valente, Jacobo Sitt, Sophie Demeret, Denis Engemann

Brain Inj· July 2018

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Autoreject: Automated artifact rejection for MEG and EEG data.
Mainak Jas, Denis A Engemann, Yousra Bekhti, Federico Raimondo, Alexandre Gramfort

Neuroimage· October 2017

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Brain-heart interactions reveal consciousness in noncommunicating patients.
Federico Raimondo, Benjamin Rohaut, Athena Demertzi, Melanie Valente, Denis A Engemann

Ann Neurol· October 2017

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Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines.
Gaël Varoquaux, Pradeep Reddy Raamana, Denis A Engemann, Andrés Hoyos-Idrobo, Yannick Schwartz

Neuroimage· January 2017

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Clustered marginalization of minorities during social transitions induced by co-evolution of behaviour and network structure.
Carl-Friedrich Schleussner, Jonathan F Donges, Denis A Engemann, Anders Levermann

Sci Rep· August 2016

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Reply: Replicability and impact of statistics in the detection of neural responses of consciousness.
Lionel Naccache, Jacobo Sitt, Jean-Rémi King, Benjamin Rohaut, Frédéric Faugeras, Denis Engemann

Brain· June 2016

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