Riemannian Geometry Applied to Detection of Respiratory States From EEG Signals: The Basis for a Brain–Ventilator Interface
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Fabrizio de Vico Fallani | Mario Chavez | M. Raux | T. Similowski | Xavier Navarro-Sune | Jacques Martinerie | A. L. Hudson | A. Witon | P. Pouget | J. Martinerie | M. Chavez | F. D. V. Fallani | T. Similowski | P. Pouget | M. Raux | A. Hudson | X. Navarro-Sune | A. Witon | Anna L. Hudson | Pierre Pouget | Mathieu Raux | T. Similowski | Xavier Navarro-Sune
[1] Alexander J. Smola,et al. Learning with kernels , 1998 .
[2] J. B. Day,et al. Classification of voluntary cough sound and airflow patterns for detecting abnormal pulmonary function , 2009, Cough.
[3] K.-R. Muller,et al. Optimizing Spatial filters for Robust EEG Single-Trial Analysis , 2008, IEEE Signal Processing Magazine.
[4] J. Gotman,et al. Functional magnetic resonance imaging suggests automatization of the cortical response to inspiratory threshold loading in humans , 2013, Respiratory Physiology & Neurobiology.
[5] Rolando Grave de Peralta,et al. Patient Machine Interface for the Control of Mechanical Ventilation Devices , 2013, Brain sciences.
[6] Xavier Pennec,et al. A Riemannian Framework for Tensor Computing , 2005, International Journal of Computer Vision.
[7] Yijun Wang,et al. Common Spatial Pattern Method for Channel Selelction in Motor Imagery Based Brain-computer Interface , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.
[8] F. Hug,et al. Electroencephalographic evidence for pre‐motor cortex activation during inspiratory loading in humans , 2007, The Journal of physiology.
[9] C. Morélot-Panzini,et al. Cortical drive to breathe in amyotrophic lateral sclerosis: a dyspnoea-worsening defence? , 2016, European Respiratory Journal.
[10] M Congedo,et al. A review of classification algorithms for EEG-based brain–computer interfaces , 2007, Journal of neural engineering.
[11] Anoop Cherian,et al. Jensen-Bregman LogDet Divergence with Application to Efficient Similarity Search for Covariance Matrices , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[12] H. Karcher. Riemannian center of mass and mollifier smoothing , 1977 .
[13] M J Tobin,et al. Comparison of assisted ventilator modes on triggering, patient effort, and dyspnea. , 1997, American journal of respiratory and critical care medicine.
[14] T. Similowski,et al. Expiratory load compensation is associated with electroencephalographic premotor potentials in humans. , 2015, Journal of applied physiology.
[15] S. Gandevia,et al. The cortical drive to human respiratory muscles in the awake state assessed by premotor cerebral potentials. , 1991, The Journal of physiology.
[16] Motoaki Kawanabe,et al. Divergence-Based Framework for Common Spatial Patterns Algorithms , 2014, IEEE Reviews in Biomedical Engineering.
[17] M van de Velde,et al. Detection of muscle artefact in the normal human awake EEG. , 1998, Electroencephalography and clinical neurophysiology.
[18] Fabien Lotte,et al. Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain–Computer Interfaces , 2015, Proceedings of the IEEE.
[19] P. Thomas Fletcher,et al. Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors , 2004, ECCV Workshops CVAMIA and MMBIA.
[20] Andreas M. Ray,et al. A subject-independent pattern-based Brain-Computer Interface , 2015, Front. Behav. Neurosci..
[21] Bernhard Schölkopf,et al. Support vector channel selection in BCI , 2004, IEEE Transactions on Biomedical Engineering.
[22] Pei-Ying S. Chan,et al. Cortical sources of the respiratory-related evoked potential , 2010, Respiratory Physiology & Neurobiology.
[23] J. Martinerie,et al. The brainweb: Phase synchronization and large-scale integration , 2001, Nature Reviews Neuroscience.
[24] Paolo Navalesi,et al. Neural control of mechanical ventilation in respiratory failure , 1999, Nature Medicine.
[25] D. G. Watts,et al. Spectral analysis and its applications , 1968 .
[26] Christian Jutten,et al. Multiclass Brain–Computer Interface Classification by Riemannian Geometry , 2012, IEEE Transactions on Biomedical Engineering.
[27] Tian Lan,et al. Salient EEG Channel Selection in Brain Computer Interfaces by Mutual Information Maximization , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.
[28] T. Similowski,et al. Cerebral Cortex Activation during Experimentally Induced Ventilator Fighting in Normal Humans Receiving Noninvasive Mechanical Ventilation , 2007, Anesthesiology.
[29] J. Voipio,et al. Millivolt-scale DC shifts in the human scalp EEG: evidence for a nonneuronal generator. , 2003, Journal of neurophysiology.
[30] Preface. A Panoramic View of Riemannian Geometry , 2003 .
[31] F. L. D. Silva,et al. Event-related EEG/MEG synchronization and desynchronization: basic principles , 1999, Clinical Neurophysiology.
[32] Frank Nielsen,et al. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication. 1 Total Bregman Divergence and its Applications to DTI Analysis , 2022 .
[33] Maher Moakher,et al. A Differential Geometric Approach to the Geometric Mean of Symmetric Positive-Definite Matrices , 2005, SIAM J. Matrix Anal. Appl..
[34] Martin Albert,et al. Patient-ventilator interaction during pressure support ventilation and neurally adjusted ventilatory assist* , 2010, Critical care medicine.
[35] G. Pfurtscheller,et al. Optimal spatial filtering of single trial EEG during imagined hand movement. , 2000, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.
[36] Sven Laur,et al. Robust rank aggregation for gene list integration and meta-analysis , 2012, Bioinform..
[37] I. Dryden,et al. Non-Euclidean statistics for covariance matrices, with applications to diffusion tensor imaging , 2009, 0910.1656.
[38] D. Cook,et al. Evidence-Based Clinical Practice Guideline for the Prevention of Ventilator-Associated Pneumonia , 2004, Annals of Internal Medicine.
[39] J. Martinerie,et al. Electroencephalographic detection of respiratory-related cortical activity in humans: from event-related approaches to continuous connectivity evaluation. , 2016, Journal of neurophysiology.
[40] Selina Wriessnegger,et al. Regularised CSP for Sensor Selection in BCI , 2006 .
[41] M. Wysocki,et al. Noninvasive versus conventional mechanical ventilation. An epidemiologic survey. , 2001, American journal of respiratory and critical care medicine.
[42] N. Ayache,et al. Log‐Euclidean metrics for fast and simple calculus on diffusion tensors , 2006, Magnetic resonance in medicine.
[43] Stefan Haufe,et al. On the interpretation of weight vectors of linear models in multivariate neuroimaging , 2014, NeuroImage.
[44] J. Wolpaw,et al. Clinical Applications of Brain-Computer Interfaces: Current State and Future Prospects , 2009, IEEE Reviews in Biomedical Engineering.
[45] Nicholas Ayache,et al. Geometric Means in a Novel Vector Space Structure on Symmetric Positive-Definite Matrices , 2007, SIAM J. Matrix Anal. Appl..
[46] Bernhard Schölkopf,et al. Learning with kernels , 2001 .
[47] Vittorio Murino,et al. A unifying framework for vector-valued manifold regularization and multi-view learning , 2013, ICML.