Electroencephalography‐based machine learning for cognitive profiling in Parkinson's disease: Preliminary results
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Nacim Betrouni | Arnaud Delval | Luc Defebvre | Kathy Dujardin | L. Defebvre | K. Dujardin | N. Betrouni | A. Delval | A. Duits | A. Leentjens | L. Chaton | A. Moonen | Annelien Duits | Laurence Chaton | Anja Moonen | Albert F.G. Leentjens
[1] H. Berendse,et al. Slowing of oscillatory brain activity is a stable characteristic of Parkinson's disease without dementia. , 2007, Brain : a journal of neurology.
[2] F. Wendling,et al. Functional connectivity disruptions correlate with cognitive phenotypes in Parkinson's disease , 2017, NeuroImage: Clinical.
[3] Aleksandra Vuckovic,et al. Prediction of central neuropathic pain in spinal cord injury based on EEG classifier , 2018, Clinical Neurophysiology.
[4] Iracema Leroi,et al. Cognitive impairment in Parkinson's disease: Impact on quality of life, disability and caregiver burden. , 2012 .
[5] Luc Defebvre,et al. Cognitive disorders in Parkinson's disease: Confirmation of a spectrum of severity. , 2015, Parkinsonism & related disorders.
[6] P. Rossini,et al. Cortical sources of resting state electroencephalographic rhythms in Parkinson’s disease related dementia and Alzheimer’s disease , 2011, Clinical Neurophysiology.
[7] Roger A. Barker,et al. Cognitive Impairment in Parkinson's Disease: The Dual Syndrome Hypothesis , 2012, Neurodegenerative Diseases.
[8] D. Burn,et al. Mild cognitive impairment in Parkinson's disease. , 2013, Age and ageing.
[9] C. Adler,et al. Quantitative EEG as a predictive biomarker for Parkinson disease dementia , 2011, Neurology.
[10] D. Thurman,et al. How common are the “common” neurologic disorders? , 2007, Neurology.
[11] Valer Jurcak,et al. 10/20, 10/10, and 10/5 systems revisited: Their validity as relative head-surface-based positioning systems , 2007, NeuroImage.
[12] E. Tolosa,et al. Clinical diagnostic criteria for dementia associated with Parkinson's disease , 2007, Movement disorders : official journal of the Movement Disorder Society.
[13] Aamir Saeed Malik,et al. Classification of EEG Signals Based on Pattern Recognition Approach , 2017, Front. Comput. Neurosci..
[14] C. Adler,et al. Both early and late cognitive dysfunction affects the electroencephalogram in Parkinson's disease. , 2007, Parkinsonism & related disorders.
[15] Christine Delmaire,et al. Cognitive phenotypes in parkinson's disease differ in terms of brain‐network organization and connectivity , 2017, Human brain mapping.
[16] Matteo Pardini,et al. Prediction of cognitive worsening in de novo Parkinson's disease: Clinical use of biomarkers , 2017, Movement disorders : official journal of the Movement Disorder Society.
[17] A. Korczyn,et al. EEG in demented and non‐demented parkinsonian patients , 1988, Acta neurologica Scandinavica.
[18] K. Dujardin,et al. The spectrum of cognitive disorders in Parkinson's disease: A data‐driven approach , 2013, Movement disorders : official journal of the Movement Disorder Society.
[19] C. Adler,et al. MDS task force on mild cognitive impairment in Parkinson's disease: Critical review of PD‐MCI , 2011, Movement disorders : official journal of the Movement Disorder Society.
[20] W. Gibb,et al. A comparison of clinical and pathological features of young‐ and old‐onset Parkinson's disease , 1988, Neurology.
[21] G. Halliday,et al. The Sydney multicenter study of Parkinson's disease: The inevitability of dementia at 20 years , 2008, Movement disorders : official journal of the Movement Disorder Society.
[22] Akihiko Morita,et al. Quantitative EEG Analysis of Executive Dysfunction in Parkinson Disease , 2010, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.
[23] D. Aarsland,et al. The economic impact of cognitive impairment in Parkinson's disease , 2011, Movement disorders : official journal of the Movement Disorder Society.
[24] J. Karlawish,et al. Association between cognition and function in patients with Parkinson disease with and without dementia , 2010, Movement disorders : official journal of the Movement Disorder Society.
[25] Mark A. Hall,et al. Correlation-based Feature Selection for Machine Learning , 2003 .
[26] D. Thurman,et al. How common are the “common” neurologic disorders? , 2007, Neurology.
[27] J. Morris,et al. Current concepts in mild cognitive impairment. , 2001, Archives of neurology.
[28] Jacques Felblinger,et al. Automated cortical projection of EEG sensors: Anatomical correlation via the international 10–10 system , 2009, NeuroImage.
[29] E Donchin,et al. A new method for off-line removal of ocular artifact. , 1983, Electroencephalography and clinical neurophysiology.
[30] José Manuel Ferrández,et al. EEG-Based Detection of Braking Intention Under Different Car Driving Conditions , 2018, Front. Neuroinform..
[31] J. Morris. The Clinical Dementia Rating (CDR) , 1993, Neurology.
[32] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.