Detection of event-related potentials in individual subjects using support vector machines

[1]  Thomas P. Trappenberg,et al.  A rapid event-related potential (ERP) method for point-of-care evaluation of brain function: Development of the Halifax Consciousness Scanner , 2015, Journal of Neuroscience Methods.

[2]  P. Dash,et al.  Biomarkers for the diagnosis and prognosis of mild traumatic brain injury/concussion. , 2013, Journal of neurotrauma.

[3]  Quentin Noirhomme,et al.  Reanalysis of “Bedside detection of awareness in the vegetative state: a cohort study” , 2013, The Lancet.

[4]  Srivas Chennu,et al.  Reanalysis of “Bedside detection of awareness in the vegetative state: a cohort study” – Authors' reply , 2013, The Lancet.

[5]  Mary M. Conte,et al.  Bedside detection of awareness in the vegetative state , 2012, The Lancet.

[6]  Mark H. Johnson,et al.  Novel Machine Learning Methods for ERP Analysis: A Validation From Research on Infants at Risk for Autism , 2012, Developmental neuropsychology.

[7]  Srivas Chennu,et al.  Bedside detection of awareness in the vegetative state: a cohort study , 2011, The Lancet.

[8]  Careesa Liu,et al.  Towards Brain First-Aid: A Diagnostic Device for Conscious Awareness , 2011, IEEE Transactions on Biomedical Engineering.

[9]  Gian Domenico Iannetti,et al.  A novel approach for enhancing the signal-to-noise ratio and detecting automatically event-related potentials (ERPs) in single trials , 2010, NeuroImage.

[10]  Ling Zou,et al.  Single-Trial Evoked Potentials Study by Combining Wavelet Denoising and Principal Component Analysis Methods , 2010, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

[11]  J. Connolly,et al.  Improving the clinical assessment of consciousness with advances in electrophysiological and neuroimaging techniques , 2010, BMC neurology.

[12]  G. C. Garriga,et al.  2009 Ninth IEEE International Conference on Data Mining Permutation Tests for Studying Classifier Performance , 2022 .

[13]  C. C. Duncan,et al.  Event-related potentials in clinical research: Guidelines for eliciting, recording, and quantifying mismatch negativity, P300, and N400 , 2009, Clinical Neurophysiology.

[14]  B. Onaral,et al.  Model Comparison for Automatic Characterization and Classification of Average Erps Using Visual Oddball Paradigm , 2022 .

[15]  C. Collin,et al.  The influence of strongly focused visual attention on the detection of change in an auditory pattern , 2008, Brain Research.

[16]  J. Polich Updating P300: An integrative theory of P3a and P3b , 2007, Clinical Neurophysiology.

[17]  B. Kotchoubey,et al.  Predicting coma and other low responsive patients outcome using event-related brain potentials: A meta-analysis , 2007, Clinical Neurophysiology.

[18]  G. Zouridakis,et al.  Single-trial evoked potential estimation: Comparison between independent component analysis and wavelet denoising , 2007, Clinical Neurophysiology.

[19]  William Stafford Noble,et al.  Support vector machine , 2013 .

[20]  Vladimir Bostanov,et al.  The t-CWT: A new ERP detection and quantification method based on the continuous wavelet transform and Student’s t-statistics , 2006, Clinical Neurophysiology.

[21]  C. Fischer,et al.  Improved prediction of awakening or nonawakening from severe anoxic coma using tree-based classification analysis* , 2006, Critical care medicine.

[22]  N. Birbaumer,et al.  Information processing in severe disorders of consciousness: Vegetative state and minimally conscious state , 2005, Clinical Neurophysiology.

[23]  Nicola Neumann,et al.  Assessment of cognitive functions in severely paralysed and severely brain-damaged patients: neuropsychological and electrophysiological methods. , 2004, Brain research. Brain research protocols.

[24]  Dominique Morlet,et al.  Predictive value of sensory and cognitive evoked potentials for awakening from coma , 2004, Neurology.

[25]  J. Connolly,et al.  Electrophysiological assessment of language function following stroke , 2003, Clinical Neurophysiology.

[26]  Yannick Marchand,et al.  Linking neurophysiological and neuropsychological measures for aphasia assessment , 2002, Clinical Neurophysiology.

[27]  E. Schröger,et al.  Is there pre-attentive memory-based comparison of pitch? , 2001, Psychophysiology.

[28]  J. Connolly,et al.  The application of cognitive event-related brain potentials (ERPs) in language-impaired individuals: review and case studies. , 2000, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[29]  J. Connolly,et al.  Innovations in neuropsychological assessment using event-related brain potentials. , 2000, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[30]  Dominique Morlet,et al.  Mismatch Negativity and N100 Monitoring: Potential Clinical Value and Methodological Advances , 2000, Audiology and Neurotology.

[31]  T. Picton,et al.  Mismatch Negativity: Different Water in the Same River , 2000, Audiology and Neurotology.

[32]  Dominique Morlet,et al.  Mismatch Negativity and N100 in Comatose Patients , 2000, Audiology and Neurotology.

[33]  I. Winkler,et al.  The concept of auditory stimulus representation in cognitive neuroscience. , 1999, Psychological bulletin.

[34]  D Morlet,et al.  Mismatch negativity and late auditory evoked potentials in comatose patients , 1999, Clinical Neurophysiology.

[35]  L. Hood,et al.  Clinical Applications of the Auditory Brainstem Response , 1998 .

[36]  J. Eggermont,et al.  Integrated mismatch negativity (MMNi): a noise-free representation of evoked responses allowing single-point distribution-free statistical tests. , 1997, Electroencephalography and clinical neurophysiology.

[37]  C Alain,et al.  Brain indices of automatic pattern processing , 1994, Neuroreport.

[38]  Bernhard E. Boser,et al.  A training algorithm for optimal margin classifiers , 1992, COLT '92.

[39]  F. Perrin,et al.  Brain generators implicated in the processing of auditory stimulus deviance: a topographic event-related potential study. , 1990, Psychophysiology.

[40]  T. Picton,et al.  The N1 wave of the human electric and magnetic response to sound: a review and an analysis of the component structure. , 1987, Psychophysiology.

[41]  E Donchin,et al.  A new method for off-line removal of ocular artifact. , 1983, Electroencephalography and clinical neurophysiology.

[42]  R. Näätänen,et al.  Early selective-attention effect on evoked potential reinterpreted. , 1978, Acta psychologica.

[43]  Marina Schmid,et al.  An Introduction To The Event Related Potential Technique , 2016 .

[44]  R. Fazel-Rezai,et al.  Analysis of P300 Classifiers in Brain Computer Interface Speller , 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

[45]  J. Connolly,et al.  P rognostic Value of Evoked Responses and Event-Related Brain Potentials in Coma , 2004 .

[46]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[47]  J. Katz,et al.  Handbook of clinical audiology , 1978 .