Discrimination between Alzheimer's Disease and Late Onset Bipolar Disorder Using Multivariate Analysis.
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Manuel Graña | Darya Chyzhyk | Borja Ayerdi | Alexandre Savio | Ariadna Besga | J. Leza | M. Graña | J. L. Madrigal | E. Echeburúa | A. González-Pinto | A. Besga | A. Savio | Darya Chyzhyk | Juan C. Leza | Itxaso Gonzalez | Enrique Echeburua | Jose L. M. Madrigal | Ana Maria Gonzalez-Pinto | Borja Ayerdi | I. González | M. Graña | J. Madrigal
[1] O. Selnes. A Compendium of Neuropsychological Tests , 1991, Neurology.
[2] D. Kupfer,et al. Can bipolar disorder be viewed as a multi-system inflammatory disease? , 2012, Journal of affective disorders.
[3] J. Azorin,et al. Age-at-onset and comorbidity may separate depressive disorder subtypes along a descending gradient of bipolar propensity , 2015, Behavioural Brain Research.
[4] R. Lam,et al. Brain-derived neurotrophic factor and inflammatory markers in patients with early- vs. late-stage bipolar disorder. , 2009, The international journal of neuropsychopharmacology.
[5] Manuel Graña,et al. Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI , 2011, Comput. Biol. Medicine.
[6] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[7] R. McIntyre,et al. Inflammation and the phenomenology, pathophysiology, comorbidity, and treatment of bipolar disorder: a systematic review of the literature. , 2009, The Journal of clinical psychiatry.
[8] Thorsten Joachims,et al. A support vector method for multivariate performance measures , 2005, ICML.
[9] S. Rapoport,et al. Altered neuroinflammatory, arachidonic acid cascade and synaptic markers in postmortem Alzheimer's disease brain , 2011, Translational Psychiatry.
[10] Lidia Glodzik-Sobanska,et al. Inflammation and Alzheimer's disease: Possible role of periodontal diseases , 2008, Alzheimer's & Dementia.
[11] M. Portella,et al. The influence of cognitive reserve on psychosocial and neuropsychological functioning in bipolar disorder , 2015, European Neuropsychopharmacology.
[12] J. Cummings,et al. The Neuropsychiatric Inventory , 1997, Neurology.
[13] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[14] C. Depp,et al. Bipolar disorder in older adults: a critical review. , 2004, Bipolar disorders.
[15] Christie Golden,et al. Stroop Color and Word Test: Manual for Clinical and Experimental Uses. , 1978 .
[16] C. Plata-salamán,et al. Inflammation and Alzheimer’s disease , 2000, Neurobiology of Aging.
[17] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[18] Xuelong Li,et al. Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[19] D. Salmon,et al. The neuropsychological profile of Alzheimer disease. , 2012, Cold Spring Harbor perspectives in medicine.
[20] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[21] R. Tabarés-Seisdedos,et al. Long-term outcome of cognitive impairment in bipolar disorder. , 2012, The Journal of clinical psychiatry.
[22] S. Barbeito,et al. The role of white matter damage in late onset bipolar disorder. , 2011, Maturitas.
[23] N. Castanon,et al. Neuropsychiatric Comorbidity in Obesity: Role of Inflammatory Processes , 2014, Front. Endocrinol..
[24] T. Terao,et al. Lithium and dementia: A preliminary study , 2006, Progress in Neuro-Psychopharmacology and Biological Psychiatry.
[25] R. Heaton. Wisconsin Card Sorting Test manual , 1993 .
[26] D Ongur,et al. Evolution of neuropsychological dysfunction during the course of schizophrenia and bipolar disorder , 2010, Psychological Medicine.
[27] B. Reisberg. Functional assessment staging (FAST). , 1988, Psychopharmacology bulletin.
[28] F. Pasquier,et al. [Dementia following bipolar disorder]. , 2008, L'Encephale.
[29] Y. Stern,et al. Longitudinal relationships between Alzheimer disease progression and psychosis, depressed mood, and agitation/aggression. , 2015, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.
[30] S. Djurovic,et al. Inflammatory markers are associated with general cognitive abilities in schizophrenia and bipolar disorder patients and healthy controls , 2015, Schizophrenia Research.
[31] Y. Osher,et al. Computerized Testing of Neurocognitive Function in Euthymic Bipolar Patients Compared to Those with Mild Cognitive Impairment and Cognitively Healthy Controls , 2011, Psychotherapy and Psychosomatics.
[32] S. Rapoport,et al. Epigenetic modifications in frontal cortex from Alzheimer's disease and bipolar disorder patients , 2012, Translational Psychiatry.
[33] J. C. BurgesChristopher. A Tutorial on Support Vector Machines for Pattern Recognition , 1998 .
[34] C. Konradi,et al. Mitochondria, oligodendrocytes and inflammation in bipolar disorder: Evidence from transcriptome studies points to intriguing parallels with multiple sclerosis , 2012, Neurobiology of Disease.
[35] C Henry,et al. Influence of birth cohort on age of onset cluster analysis in bipolar I disorder , 2015, European Psychiatry.
[36] Juan Manuel Górriz,et al. Early Alzheimer's disease diagnosis using partial least squares and random forests , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[37] C. Pariante,et al. Executive dysfunction in euthymic bipolar disorder patients and its association with plasma biomarkers. , 2012, Journal of affective disorders.
[38] E. Vieta,et al. Staging bipolar disorder: clinical, biochemical, and functional correlates , 2014, Acta psychiatrica Scandinavica.
[39] I. Bauer,et al. Inflammatory mediators of cognitive impairment in bipolar disorder. , 2014, Journal of psychiatric research.
[40] S. Rapoport,et al. Increased excitotoxicity and neuroinflammatory markers in postmortem frontal cortex from bipolar disorder patients , 2010, Molecular Psychiatry.
[41] J. Ross Quinlan,et al. C4.5: Programs for Machine Learning , 1992 .
[42] A. Steptoe,et al. Synergistic effects of psychological and immune stressors on inflammatory cytokine and sickness responses in humans , 2009, Brain, Behavior, and Immunity.
[43] A. Gonzalez-Pinto,et al. Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features , 2012, Neuroscience Letters.
[44] M. Berridge. Dysregulation of neural calcium signaling in Alzheimer disease, bipolar disorder and schizophrenia , 2013, Prion.
[45] Diogo R Lara,et al. A case series on the hypothesized connection between dementia and bipolar spectrum disorders: bipolar type VI? , 2008, Journal of affective disorders.
[46] Huan Liu,et al. Feature Selection for Classification , 1997, Intell. Data Anal..
[47] R Brookmeyer,et al. Visual memory predicts Alzheimer’s disease more than a decade before diagnosis , 2003, Neurology.
[48] Dan J Stein,et al. Influence of light exposure during early life on the age of onset of bipolar disorder. , 2015, Journal of psychiatric research.
[49] D. Louis Collins,et al. Multivariate analysis of MRI data for Alzheimer's disease, mild cognitive impairment and healthy controls , 2011, NeuroImage.
[50] O. Forlenza,et al. Cognitive impairment in euthymic older adults with bipolar disorder: a controlled study using cognitive screening tests. , 2014, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.
[51] Deborah Blacker,et al. Mild cognitive impairment and dementia. , 2006, Annual review of clinical psychology.
[52] F. Lebert,et al. Syndrome démentiel dans les suites d’une bipolarité , 2008 .
[53] Glenn Fung,et al. SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).
[54] F. Dickerson,et al. A Combined Marker of Inflammation in Individuals with Mania , 2013, PloS one.
[55] J. Leza,et al. Pro-/anti-inflammatory dysregulation in patients with first episode of psychosis: toward an integrative inflammatory hypothesis of schizophrenia. , 2014, Schizophrenia bulletin.
[56] R. Balon,et al. Late-onset bipolar disorder: a case for careful appraisal. , 2010, Psychiatry (Edgmont (Pa. : Township)).
[57] Federica Scarpina,et al. The Stroop Color and Word Test , 2017, Front. Psychol..
[58] Manuel Graña,et al. Lattice independent component analysis feature selection on diffusion weighted imaging for Alzheimer's disease classification , 2013, Neurocomputing.
[59] Manuel Graña,et al. Real-time optical markerless tracking for augmented reality applications , 2010, Journal of Real-Time Image Processing.
[60] Deborah R. Kim,et al. New onset of bipolar disorder in late life. , 2013, Psychosomatics.
[61] Dan J Stein,et al. Relationship between sunlight and the age of onset of bipolar disorder: an international multisite study. , 2014, Journal of affective disorders.
[62] B. Baune,et al. Inflammasomes in neuroinflammation and changes in brain function: a focused review , 2014, Front. Neurosci..
[63] Javier Ramírez,et al. Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines , 2009, Neuroscience Letters.
[64] P. Chen,et al. Inflammation’s Association with Metabolic Profiles before and after a Twelve-Week Clinical Trial in Drug-Naïve Patients with Bipolar II Disorder , 2013, PloS one.
[65] A. Besga,et al. Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson's correlation , 2011, Neuroscience Letters.
[66] T. Lan,et al. Late onset bipolar disorder: A case report and review of the literature , 2015 .
[67] J. Leza,et al. Basal low antioxidant capacity correlates with cognitive deficits in early onset psychosis. A 2-year follow-up study , 2014, Schizophrenia Research.
[68] Peter Gallagher,et al. A meta-analysis of cognitive deficits in euthymic patients with bipolar disorder. , 2006, Journal of affective disorders.
[69] M. Schlossberg. The Halstead-Reitan Neuropsychological Test Battery: Theory and Clinical Interpretation. , 1986 .
[70] G. Ricevuti,et al. Alzheimer's disease, autoimmunity and inflammation. The good, the bad and the ugly. , 2011, Autoimmunity reviews.
[71] B. Reiser,et al. Estimation of the area under the ROC curve , 2002, Statistics in medicine.
[72] José D. Piñeiro,et al. An expert system for supervised classifier design: Application to Alzheimer diagnosis , 2007, Expert Syst. Appl..