Publications

Tracking anesthetic depth with Median Nerve Stimulation-evoked Riemannian EEG features in a clinical setting

Published in 67ème Congrès de la Société française d’anesthésie et de réanimation, 2026

Valérie Marissens Cueva, Wael El Hage Sleiman, Laurent Bougrain, Fabien Lotte, Guy M Cheron, Ana Maria Cebolla Alvarez, Claude Meistelman, Sébastien Rimbert, Seyed Javad Bidgoli

Download Paper

Wrapped One-Class Riemannian EEG classifier for BCI-based detection of anesthetic states

Published in 10th International Graz Brain-Computer Interface Conference, 2026

Valérie Marissens Cueva, Thibault de Surrel, Laurent Bougrain, Seyed Javad Bidgoli, Guy M Cheron, Ana Maria Cebolla Alvarez, Claude Meistelman, Fabien Lotte, Florian Yger, Sébastien Rimbert

Download Paper

One-Class Riemannian Wrapped Gaussian classifier for EEG-based BCI: application to anesthetic state detection

Published in Journées CORTICO, 2026

Valérie Marissens Cueva, Thibault de Surrel, Laurent Bougrain, Seyed Javad Bidgoli, Guy M Cheron, Ana Maria Cebolla Alvarez, Claude Meistelman, Fabien Lotte, Florian Yger, Sébastien Rimbert

Download Paper | Download Slides

Riemannian fusions of EEG-based features for motor imagery detection under propofol sedation

Published in IEEE International Workshop on Machine Learning for Signal Processing, 2025

Valérie Marissens Cueva, Camilla Mannino, Marie-Constance Corsi, Fabien Lotte, Sébastien Rimbert, Laurent Bougrain

Download Paper

Reliable predictor of BCI motor imagery performance using median nerve stimulation

Published in Journal of Neural Engineering, 2025

Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte, Sébastien Rimbert

Download Paper

Quantifying Inter-and Intra-Subject Variability of Sensorimotor Desynchronization Induced by Median Nerve Stimulation and Motor Imagery for BCI

Published in 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2025

Valérie Marissens Cueva, Fabien Lotte, Laurent Bougrain, Sébastien Rimbert

Download Paper | Download Slides

Benchmarking one-class Riemannian EEG classifiers to detect wakefulness under general anesthesia

Published in 11th International BCI Meeting, 2025

Valérie Marissens Cueva, Sébastien Rimbert, Ana Maria Cebolla Alvarez, Guy Cheron, Claude Meistelman, Seyed Javad Bidgoli, Fabien Lotte, Laurent Bougrain

Download Paper | Download Slides

Median nerve stimulation to predict MI-BCI performances

Published in Journées CORTICO, 2025

Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte, Sébastien Rimbert

Download Paper | Download Slides

From Post-Median Nerve Stimulation ERD to MI-BCI Expertise Prediction

Published in 13th International Winter Conference on Brain-Computer Interface, 2025

Valérie Marissens Cueva, Fabien Lotte, Laurent Bougrain, Sébastien Rimbert

Download Paper

Towards Riemannian EEG classifiers to detect awake and anesthetized states using median nerve stimulation

Published in 9th International Graz Brain-Computer Interface Conference, 2024

Valérie Marissens Cueva, Sébastien Rimbert, Ana Maria Cebolla Alvarez, Mathieu Petieau, Viktoriya Vitkova, Iraj Hashemi, Guy Cheron, Claude Meistelman, Philippe Guerci, Denis Schmartz, Seyed Javad Bidgoli, Laurent Bougrain, Fabien Lotte

Download Paper | Download Slides

One-Class Riemannian EEG Classifier to Detect Anesthesia

Published in 5th International Neuroergonomics Conference, 2024

Valérie Marissens Cueva, Sébastien Rimbert, Ana Maria Cebolla Alvarez, Mathieu Petieau, Iraj Hashemi, Viktoriya Vitkova, Guy Cheron, Claude Meistelman, Philippe Guerci, Denis Schmartz, Seyed Javad Bidgoli, Laurent Bougrain, Fabien Lotte

Download Paper | Download Slides

Median Nerve Stimulation to Detect Awake and Anesthetized States with Riemannian Classifiers

Published in Journées CORTICO, 2024

Download Paper | Download Slides

Prediction of Motor-Imagery-BCI performance using Median Nerve Stimulation

Published in The 12th International Winter Conference on Brain-Computer Interface, 2024

Sébastien Rimbert, Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte

Download Paper

Detection of Cerebral Electroencephalographic Patterns After Median Nerve Stimulation During Propofol-Induced General Anesthesia: a Prospective Interventional Cohort Study

Published in Anesthesiology annual meeting, 2023

Sébastien Rimbert, Valérie Marissens Cueva, Mathieu Petieau, Zakaria Cheffi, Guy M Cheron, Seyed Javad Bidgoli, Ana Maria Cebolla Alvarez, Denis Schmartz

Download Paper | Download Slides

Contrastive Self-Supervised Learning for Motor Imagery: impact of the embedding size

Published in 10th International BCI Meeting, 2023

Valérie Marissens Cueva, Laurent Bougrain

Download Paper | Download Slides

Latent Spaces in a Self-Supervised Approach for Detection of Motor Imageries

Published in Journées CORTICO, 2023

Valérie Marissens Cueva, Laurent Bougrain

Download Paper