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publications
Latent Spaces in a Self-Supervised Approach for Detection of Motor Imageries
Published in Journées CORTICO, 2023
Valérie Marissens Cueva, Laurent Bougrain
Contrastive Self-Supervised Learning for Motor Imagery: impact of the embedding size
Published in 10th International BCI Meeting, 2023
Valérie Marissens Cueva, Laurent Bougrain
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
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
Median Nerve Stimulation to Detect Awake and Anesthetized States with Riemannian Classifiers
Published in Journées CORTICO, 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
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
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
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
Median nerve stimulation to predict MI-BCI performances
Published in Journées CORTICO, 2025
Valérie Marissens Cueva, Laurent Bougrain, Fabien Lotte, Sébastien Rimbert
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
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
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
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
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
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
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
talks
teaching
Artificial Intelligence (26h 2024, 32h 2025)
2nd year engineering, TELECOM, 2024
Brain-Computer Interfaces (22h 2024, 17h 2025)
Master 2, Institut des sciences du Digital, Management Cognition, 2024
Scientific Protocols (10h 2025)
Master 2, Institut des sciences du Digital, Management Cognition, 2025