Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach
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Concha Bielza | Pedro Larrañaga | Kallol Ray Chaudhuri | Rubén Armañanzas | Pablo Martínez-Martín | C. Bielza | P. Larrañaga | K. Chaudhuri | P. Martínez-Martín | R. Armañanzas
[1] K. Chaudhuri,et al. The nondeclaration of nonmotor symptoms of Parkinson's disease to health care professionals: An international study using the nonmotor symptoms questionnaire , 2010, Movement disorders : official journal of the Movement Disorder Society.
[2] K. Chaudhuri,et al. The impact of non‐motor symptoms on health‐related quality of life of patients with Parkinson's disease , 2011, Movement disorders : official journal of the Movement Disorder Society.
[3] W. Weiner,et al. Non-recognition of depression and other non-motor symptoms in Parkinson's disease. , 2002, Parkinsonism & related disorders.
[4] Andrzej Cichocki,et al. Neural networks for optimization and signal processing , 1993 .
[5] M. Hallett,et al. Pathophysiology of bradykinesia in Parkinson's disease. , 2001, Brain : a journal of neurology.
[6] Akin Ozcift,et al. SVM Feature Selection Based Rotation Forest Ensemble Classifiers to Improve Computer-Aided Diagnosis of Parkinson Disease , 2012, Journal of medical systems.
[7] D. Aarsland,et al. Cognitive impairment in incident, untreated Parkinson disease , 2009, Neurology.
[8] María José del Jesús,et al. Feature Selection Algorithms Applied to Parkinson's Disease , 2001, ISMDA.
[9] David W. Aha,et al. Instance-Based Learning Algorithms , 1991, Machine Learning.
[10] Scott T Grafton,et al. The functional anatomy of parkinsonian bradykinesia , 2003, NeuroImage.
[11] L. Metman,et al. Cardiac Sympathetic Denervation in Parkinson Disease , 2000, Annals of Internal Medicine.
[12] Carmen Rodriguez-Blazquez,et al. Burden, perceived health status, and mood among caregivers of Parkinson's disease patients , 2008, Movement disorders : official journal of the Movement Disorder Society.
[13] K. Chaudhuri,et al. Non-motor symptoms of Parkinson's disease: diagnosis and management , 2006, The Lancet Neurology.
[14] Amir Ahmad,et al. Ensemble Methods for Prediction of Parkinson Disease , 2012, IDEAL.
[15] O. Rascol,et al. Prevalence of orthostatic hypotension in Parkinson’s disease , 1997, Journal of neurology, neurosurgery, and psychiatry.
[16] Aj Lees,et al. Parkinson's disease (vol 373, pg 2055, 2009) , 2009 .
[17] T. Robbins,et al. The cognitive ability of an incident cohort of Parkinson's patients in the UK. The CamPaIGN study. , 2004, Brain : a journal of neurology.
[18] Pablo Martínez-Martín,et al. Global versus factor‐related impression of severity in Parkinson's disease: A new clinimetric index (CISI‐PD) , 2006, Movement disorders : official journal of the Movement Disorder Society.
[19] A. Auchus,et al. Autonomic dysfunction in Parkinson's disease: a comprehensive symptom survey. , 2002, Parkinsonism & related disorders.
[20] Claire Toffano-Nioche,et al. A functional model of some Parkinson's Disease symptoms using a Guided Propagation Network , 1998, Artif. Intell. Medicine.
[21] D. Burn,et al. Parkinson's disease: The quintessential neuropsychiatric disorder , 2011, Movement disorders : official journal of the Movement Disorder Society.
[22] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[23] Jaime Kulisevsky,et al. A prospective study of delusional misidentification syndromes in Parkinson's disease with dementia , 2008, Movement disorders : official journal of the Movement Disorder Society.
[24] Max A. Little,et al. Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity , 2011, Journal of The Royal Society Interface.
[25] 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.
[26] Johan Marinus,et al. Assessment of autonomic dysfunction in Parkinson's disease: The SCOPA‐AUT , 2004, Movement disorders : official journal of the Movement Disorder Society.
[27] Rose Anne Kenny,et al. Clinical phenotype of subjects with Parkinson's disease and orthostatic hypotension: Autonomic symptom and demographic comparison , 2006, Movement disorders : official journal of the Movement Disorder Society.
[28] G. McLachlan. Discriminant Analysis and Statistical Pattern Recognition , 1992 .
[29] Daniel Weintraub,et al. Psychosis in Parkinson's disease without dementia: Common and comorbid with other non‐motor symptoms , 2012, Movement disorders : official journal of the Movement Disorder Society.
[30] Concha Bielza,et al. A review of estimation of distribution algorithms in bioinformatics , 2008, BioData Mining.
[31] W. Poewe,et al. Movement Disorder Society Task Force report on the Hoehn and Yahr staging scale: Status and recommendations The Movement Disorder Society Task Force on rating scales for Parkinson's disease , 2004, Movement disorders : official journal of the Movement Disorder Society.
[32] Nagaendran Kandiah,et al. Cognitive decline in early Parkinson's disease , 2009, Movement disorders : official journal of the Movement Disorder Society.
[33] K. Jellinger. Neuropathology of sporadic Parkinson's disease: Evaluation and changes of concepts , 2012, Movement disorders : official journal of the Movement Disorder Society.
[34] H. Braak,et al. Staging of brain pathology related to sporadic Parkinson’s disease , 2003, Neurobiology of Aging.
[35] Paolo Barone,et al. The metric properties of a novel non‐motor symptoms scale for Parkinson's disease: Results from an international pilot study , 2007, Movement disorders : official journal of the Movement Disorder Society.
[36] K. Jellinger,et al. Cerebral correlates of psychotic syndromes in neurodegenerative diseases , 2012, Journal of cellular and molecular medicine.
[37] M Zappia,et al. International study on the psychometric attributes of the Non-Motor Symptoms Scale in Parkinson disease , 2009, Neurology.
[38] Pablo Martinez-Martin,et al. A short Scale for Evaluation of Neuropsychiatric Disorders in Parkinson’s Disease: first psychometric approach , 2012, Journal of Neurology.
[39] Pablo Martinez-Martin,et al. Prevalence of nonmotor symptoms in Parkinson's disease in an international setting; Study using nonmotor symptoms questionnaire in 545 patients , 2007, Movement disorders : official journal of the Movement Disorder Society.
[40] A M Stiggelbout,et al. Assessment of cognition in Parkinson’s disease , 2003, Neurology.
[41] M. Hoehn,et al. Parkinsonism , 1967, Neurology.
[42] J. D. Rogers,et al. Dimensions of sexual dysfunction in Parkinson disease. , 2004, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.
[43] C Trenkwalder,et al. The Parkinson’s disease sleep scale: a new instrument for assessing sleep and nocturnal disability in Parkinson’s disease , 2002, Journal of neurology, neurosurgery, and psychiatry.
[44] Concha Bielza,et al. Mateda-2.0: A MATLAB package for the implementation and analysis of estimation of distribution algorithms , 2010 .
[45] Werner Poewe,et al. Toward a redefinition of Parkinson's disease , 2012, Movement disorders : official journal of the Movement Disorder Society.
[46] Dagmar Verbaan,et al. Assessment of psychiatric complications in Parkinson's disease: The SCOPA‐PC , 2007, Movement disorders : official journal of the Movement Disorder Society.
[47] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[48] Nir Friedman,et al. Bayesian Network Classifiers , 1997, Machine Learning.