Denis A. Engemann - Publications, H-index & Citations

Denis A. Engemann

f. hoffmann-la roche ltd.

26H指数

125论文数

6.3K被引数

收录论文 26

发表时间

Clinically altered brain activity may not look like aged brain activity: Implications for brain-age modeling and biomarker strategies 临床改变的脑活动可能并不像衰老的脑活动：对脑龄建模和生物标志物策略的影响

Alzheimers & Dementia-Translational Research & Clinical Interventions

IF6.8

2026-09-03

OAAI

Lukas A. W. Gemein; Sinead Gaubert; Claire Paquet; Joseph Paillard; Sebastian C. Holst; Thomas Tveitstøl; Ira R. J. H. Haraldsen; Tony Kam-Thong; David J. Hawellek; Jörg F. Hipp; Denis A. Engemann

Assessing the Robustness of Deep Learning Based Brain Age Prediction Models Across Multiple EEG Datasets 评估基于深度学习的脑龄预测模型在多个EEG数据集中的鲁棒性

IEEE Transactions on Biomedical Engineering

IF4.5

2025-12-02

OAAI

Thomas Tveitstøl; Mats Tveter; Christoffer Hatlestad-Hall; Hugo L. Hammer; Denis A. Engemann; Ira R.J. Hebold Haraldsen

Emotion recognition systems with electrodermal activity: From affective science to affective computing 电生理活动情感识别系统：从情感科学到情感计算

Neurocomputing

IF6.5

2025-07-03

OAAI

Tomás Ariel D'Amelio; Lorenzo Ariel Galán; Emmanuel Alesandro Maldonado; Agustín Ariel Díaz Barquinero; Jerónimo Rodríguez Cuello; Nicolás Marcelo Bruno; Enzo Tagliazucchi; Denis-Alexander Engemann

Exploring the neuromagnetic signatures of cognitive decline from mild cognitive impairment to Alzheimer's disease dementia 探索从轻度认知障碍到阿尔茨海默病痴呆的认知衰退的神经磁学特征

EBIOMEDICINE

IF10.8

2025-04-01

OAAI

Gaubert, Sinead; Garces, Pilar; Hipp, Jorg; Bruna, Ricardo; Lopez, Maria Eugenia; Maestu, Fernando; Vaghari, Delshad; Henson, Richard; Paquet, Claire; Engemann, Denis-Alexander

GREEN: A lightweight architecture using learnable wavelets and Riemannian geometry for biomarker exploration with EEG signals GREEN: 一种使用可学习小波和李代数几何的轻量级架构，用于EEG信号中的生物标志物探索

PATTERNS

IF7.4

2025-02-01

OAAI

Paillard, Joseph; Hipp, Jorg F.; Engemann, Denis A.

Machine learning of brain-specific biomarkers from EEG

EBIOMEDICINE

IF10.8

2024-08-01

OAAI

Bomatter, Philipp; Paillard, Joseph; Garces, Pilar; Hipp, Joerg; Engemann, Denis-Alexander

Multimodal assessment improves neuroprognosis performance in clinically unresponsive critical-care patients with brain injury 多模式评估可改善临床无反应的脑损伤重症监护患者的神经预后表现

NATURE MEDICINE

IF50

2024-05-30

OAAI

Rohaut, B.; Calligaris, C.; Hermann, B.; Perez, P.; Faugeras, F.; Raimondo, F.; King, J-. r.; Engemann, D.; Marois, C.; Le Guennec, L.; Di Meglio, L.; Sangare, A.; Munoz Musat, E.; Valente, M.; Ben Salah, A.; Demertzi, A.; Belloli, L.; Manasova, D.; Jodaitis, L.; Habert, M. O.; Lambrecq, V.; Pyatigorskaya, N.; Galanaud, D.; Puybasset, L.; Weiss, N.; Demeret, S.; Lejeune, F. X.; Sitt, J. D.; Naccache, L.

ELIFE

IF0

2023-12-01

OAAI

Studenova, Alina; Forster, Carina; Engemann, Denis Alexander; Hensch, Tilman; Sanders, Christian; Mauche, Nicole; Hegerl, Ulrich; Loffler, Markus; Villringer, Arno; Nikulin, Vadim

A systematic review of multimodal brain age studies: Uncovering a divergence between model accuracy and utility

PATTERNS

IF7.4

2023-04-01

OAAI

Jirsaraie, Robert J.; Gorelik, Aaron J.; Gatavins, Martins M.; Engemann, Denis A.; Bogdan, Ryan; Barch, Deanna M.; Sotiras, Aristeidis

Cortico-Cerebellar neurodynamics during social interaction in Autism Spectrum Disorders

NEUROIMAGE-CLINICAL

IF3.6

2023-01-01

OAAI

Gaudfernau, Fleur; Lefebvre, Aline; Engemann, Denis-Alexander; Pedoux, Amandine; Banki, Anna; Baillin, Florence; Landman, Benjamin; Maruani, Anna; Amsellem, Frederique; Bourgeron, Thomas; Delorme, Richard; Dumas, Guillaume

Predicting future cognitive decline from non-brain and multimodal brain imaging data in healthy and pathological aging

NEUROBIOLOGY OF AGING

IF3.5

2022-10-01

OAAI

Vieira, Bruno Hebling; Liem, Franziskus; Dadi, Kamalaker; Engemann, Denis A.; Gramfort, Alexandre; Bellec, Pierre; Craddock, Richard Cameron; Damoiseaux, Jessica S.; Steele, Christopher J.; Yarkoni, Tal; Langer, Nicolas; Margulies, Daniel S.; Varoquaux, Gael

CROSS-SECTIONAL EXPLORATION OF THE CLINICAL UTILITY OF BRAIN AGE AS AN IMAGING-BASED MARKER OF DISEASE PATHOLOGY IN HUNTINGTON'S DISEASE (HD) BASED ON THE TOMINERSEN PHASE III TRIAL GENERATION HD 1

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

IF7.5

2022-09-12

PREAI

Hawellek, David J.; Engemann, Denis A.; Holiga, Stefan; Napolitano, Antonio; Abaei, Maryam; McColgan, Peter

Population modeling with machine learning can enhance measures of mental health 使用机器学习的人口建模可以增强精神卫生的度量

GIGASCIENCE

IF3.9

2021-10-15

OAAI

Dadi, Kamalaker; Varoquaux, Gael; Houenou, Josselin; Bzdok, Danilo; Thirion, Bertrand; Engemann, Denis

Uncovering the structure of clinical EEG signals with self-supervised learning 用自我监督学习揭示临床脑电信号的结构

JOURNAL OF NEURAL ENGINEERING

IF3.8

2021-03-31

127

OAAI

Banville, Hubert; Chehab, Omar; Hyvarinen, Aapo; Engemann, Denis-Alexander; Gramfort, Alexandre

Propofol Requirement and EEG Alpha Band Power During General Anesthesia Provide Complementary Views on Preoperative Cognitive Decline

FRONTIERS IN AGING NEUROSCIENCE

IF4.5

2020-11-27

OAAI

Touchard, Cyril; Cartailler, Jerome; Leve, Charlotte; Serrano, Jose; Sabbagh, David; Manquat, Elsa; Joachim, Jona; Mateo, Joaquim; Gayat, Etienne; Engemann, Denis; Vallee, Fabrice

Interactive Psychometrics for Autism With the Human Dynamic Clamp: Interpersonal Synchrony From Sensorimotor to Sociocognitive Domains

FRONTIERS IN PSYCHIATRY

IF3.2

2020-11-26

OAAI

Baillin, Florence; Lefebvre, Aline; Pedoux, Amandine; Beauxis, Yann; Engemann, Denis; Maruani, Anna; Amsellem, Frederique; Bourgeron, Thomas; Delorme, Richard; Dumas, Guillaume; Kelso, J. A. Scott

Inference and Prediction Diverge in Biomedicine

PATTERNS

IF7.4

2020-11-01

OAAI

Bzdok, Danilo; Engemann, Denis; Thirion, Bertrand

Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers

ELIFE

IF0

2020-05-19

OAAI

Engemann, Denis A.; Kozynets, Oleh; Sabbagh, David; Lemaitre, Guillaume; Varoquaux, Gael; Liem, Franziskus; Gramfort, Alexandre

Combined behavioral and electrophysiological evidence for a direct cortical effect of prefrontal tDCS on disorders of consciousness 前额叶tDCS对意识障碍的直接皮质作用的行为和电生理证据相结合

SCIENTIFIC REPORTS

IF3.9

2020-03-09

OAAI

Hermann, Bertrand; Raimondo, Federico; Hirsch, Lukas; Huang, Yu; Denis-Valente, Melanie; Perez, Pauline; Engemann, Denis; Faugeras, Frederic; Weiss, Nicolas; Demeret, Sophie; Rohaut, Benjamin; Parra, Lucas C.; Sitt, Jacobo D.; Naccache, Lionel

Robust EEG-based cross-site and cross-protocol classification of states of consciousness

BRAIN

IF11.7

2018-10-04

188

OAAI

Engemann, Denis A.; Raimondo, Federico; King, Jean-Remi; Rohaut, Benjamin; Louppe, Gilles; Faugeras, Frederic; Annen, Jitka; Cassol, Helena; Gosseries, Olivia; Fernandez-Slezak, Diego; Laureys, Steven; Naccache, Lionel; Dehaene, Stanislas; Sitt, Jacobo D.

研究方向