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Uncovering Consciousness in Unresponsive ICU Patients: Technical, Medical and Ethical Considerations

Critical care (London, England), 2019-03, Vol.23 (1), p.78-78, Article 78

2019

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Detection of Brain Activation in Unresponsive Patients with Acute Brain Injury

The New England journal of medicine, 2019-06, Vol.380 (26), p.2497-2505

2019

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Penalized Multi-Way Partial Least Squares for Smooth Trajectory Decoding from Electrocorticographic (ECoG) Recording

PloS one, 2016-05, Vol.11 (5), p.e0154878-e0154878

2016

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Recursive N-way partial least squares for brain-computer interface

PloS one, 2013-07, Vol.8 (7), p.e69962-e69962

2013

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Stable and artifact-resistant decoding of 3D hand trajectories from ECoG signals using the generalized additive model

Journal of neural engineering, 2014-12, Vol.11 (6), p.066005-066005

2014

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Development of a brain-computer interface for patients in the critical care setting

PloS one, 2021-01, Vol.16 (1), p.e0245540-e0245540

2021

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Deep structural brain lesions associated with consciousness impairment early after hemorrhagic stroke

Scientific reports, 2019-03, Vol.9 (1), p.4174-4174, Article 4174

2019

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EEG to detect early recovery of consciousness in amantadine-treated acute brain injury patients

Journal of neurology, neurosurgery and psychiatry, 2020-06, Vol.91 (6), p.675-676

2020

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Recursive Exponentially Weighted N-way Partial Least Squares Regression with Recursive-Validation of Hyper-Parameters in Brain-Computer Interface Applications

Scientific reports, 2017-11, Vol.7 (1), p.16281-15, Article 16281

2017

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Recursive N-Way PLS for the adaptive multisession calibration of ECoG based BCI system

Frontiers in computational neuroscience, 2015, Vol.9

2015

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Frontotemporal EEG to guide sedation in COVID-19 related acute respiratory distress syndrome

Clinical neurophysiology, 2021-03, Vol.132 (3), p.730-736

2021

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Predicting early recovery of consciousness after cardiac arrest supported by quantitative electroencephalography

Resuscitation, 2021-08, Vol.165, p.130-137

2021

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Electrocerebral Signature of Cardiac Death

Neurocritical care, 2021-12, Vol.35 (3), p.853-861

2021

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Kernel-Based NPLS for Continuous Trajectory Decoding from ECoG Data for BCI Applications

Latent Variable Analysis and Signal Separation, p.417-426

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L1-Penalized N-way PLS for subset of electrodes selection in BCI experiments

Journal of neural engineering, 2012-08, Vol.9 (4), p.045010-045010

2012

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Addressing Missing Values in Kernel-Based Multimodal Biometric Fusion Using Neutral Point Substitution

IEEE transactions on information forensics and security, 2010-09, Vol.5 (3), p.461-469

2010

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Hand movement decoding from magnetoencephalographic signals for BCI applications

Neurophysiologie clinique, 2016-04, Vol.46 (2), p.104-104

2016

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Iterative N-way partial least squares for a binary self-paced brain–computer interface in freely moving animals

Journal of neural engineering, 2011-08, Vol.8 (4), p.046012-1-14

2011

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Deep brain stimulation: BCI at large, where are we going to?

Brain Machine Interfaces, 2011, Vol.194, p.71-82

2011

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Recursive Multi-Way PLS for Adaptive Calibration of Brain Computer Interface System

Artificial Neural Networks and Machine Learning – ICANN 2011, p.17-24

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The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition

Multiple Classifier Systems, p.13-21

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Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method

Multiple Classifier Systems, p.161-170

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CLINATEC® BCI platform based on the ECoG-recording implant WIMAGINE® and the innovative signal-processing: Preclinical results

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, Vol.2014, p.1222-1225

2014

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Classification of multi-modal data in a self-paced binary BCI in freely moving animals

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011, Vol.2011, p.7147-7150

2011

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Uncovering Consciousness in Unresponsive ICU Patients: Technical, Medical and Ethical Considerations

Detection of Brain Activation in Unresponsive Patients with Acute Brain Injury

Penalized Multi-Way Partial Least Squares for Smooth Trajectory Decoding from Electrocorticographic (ECoG) Recording

Recursive N-way partial least squares for brain-computer interface

Stable and artifact-resistant decoding of 3D hand trajectories from ECoG signals using the generalized additive model

Development of a brain-computer interface for patients in the critical care setting

Deep structural brain lesions associated with consciousness impairment early after hemorrhagic stroke

An exoskeleton controlled by an epidural wireless brain–machine interface in a tetraplegic patient: a proof-of-concept demonstration

EEG to detect early recovery of consciousness in amantadine-treated acute brain injury patients

Recursive Exponentially Weighted N-way Partial Least Squares Regression with Recursive-Validation of Hyper-Parameters in Brain-Computer Interface Applications

Recursive N-Way PLS for the adaptive multisession calibration of ECoG based BCI system

Frontotemporal EEG to guide sedation in COVID-19 related acute respiratory distress syndrome

Predicting early recovery of consciousness after cardiac arrest supported by quantitative electroencephalography

Electrocerebral Signature of Cardiac Death

Kernel-Based NPLS for Continuous Trajectory Decoding from ECoG Data for BCI Applications

L1-Penalized N-way PLS for subset of electrodes selection in BCI experiments

Addressing Missing Values in Kernel-Based Multimodal Biometric Fusion Using Neutral Point Substitution

Hand movement decoding from magnetoencephalographic signals for BCI applications

Iterative N-way partial least squares for a binary self-paced brain–computer interface in freely moving animals

Deep brain stimulation: BCI at large, where are we going to?

Recursive Multi-Way PLS for Adaptive Calibration of Brain Computer Interface System

The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition

Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method

CLINATEC® BCI platform based on the ECoG-recording implant WIMAGINE® and the innovative signal-processing: Preclinical results

Classification of multi-modal data in a self-paced binary BCI in freely moving animals

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