Multivariate classification of patients with Alzheimer’s and dementia with Lewy bodies using high-dimensional cortical thickness measurements: an MRI surface-based morphometric study

[1]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[2]  O. Abe,et al.  White Matter Alteration of the Cingulum in Parkinson Disease with and without Dementia: Evaluation by Diffusion Tensor Tract–Specific Analysis , 2012, American Journal of Neuroradiology.

[3]  Magda Tsolaki,et al.  AddNeuroMed and ADNI: Similar patterns of Alzheimer's atrophy and automated MRI classification accuracy in Europe and North America , 2011, NeuroImage.

[4]  Sébastien Ourselin,et al.  A comparison of voxel and surface based cortical thickness estimation methods , 2011, NeuroImage.

[5]  M. Folstein,et al.  Clinical diagnosis of Alzheimer's disease: Report of the NINCDS—ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease , 2011, Neurology.

[6]  Marie Chupin,et al.  Automatic classi fi cation of patients with Alzheimer ' s disease from structural MRI : A comparison of ten methods using the ADNI database , 2010 .

[7]  Clifford R. Jack,et al.  Antemortem differential diagnosis of dementia pathology using structural MRI: Differential-STAND , 2011, NeuroImage.

[8]  S. Cheon,et al.  Dementia with Lewy Bodies versus Alzheimer's Disease and Parkinson's Disease Dementia: A Comparison of Cognitive Profiles , 2011, Journal of clinical neurology.

[9]  D. Louis Collins,et al.  Multivariate analysis of MRI data for Alzheimer's disease, mild cognitive impairment and healthy controls , 2011, NeuroImage.

[10]  Anderson M. Winkler,et al.  Cortical thickness or grey matter volume? The importance of selecting the phenotype for imaging genetics studies , 2010, NeuroImage.

[11]  Yaakov Stern,et al.  Multivariate Data Analysis for Neuroimaging Data: Overview and Application to Alzheimer’s Disease , 2010, Cell Biochemistry and Biophysics.

[12]  S. Keleş,et al.  Sparse partial least squares regression for simultaneous dimension reduction and variable selection , 2010, Journal of the Royal Statistical Society. Series B, Statistical methodology.

[13]  E. Amaro,et al.  Use of SVM methods with surface-based cortical and volumetric subcortical measurements to detect Alzheimer's disease. , 2010, Journal of Alzheimer's disease : JAD.

[14]  E. Szabadi.  Frontiers of Neurology and Neuroscience , 2009 .

[15]  P. Hof,et al.  Dementia in clinical practice , 2009 .

[16]  P. Hof,et al.  Frontiers of neurology and neuroscience. Dementia in clinical practice. Preface. , 2009, Monographs in neural sciences.

[17]  H. Benali,et al.  Support vector machine-based classification of Alzheimer’s disease from whole-brain anatomical MRI , 2009, Neuroradiology.

[18]  Dag Aarsland,et al.  Frequency and Case Identification of Dementia with Lewy Bodies Using the Revised Consensus Criteria , 2008, Dementia and Geriatric Cognitive Disorders.

[19]  Keith A. Johnson,et al.  Imaging amyloid deposition in Lewy body diseases , 2008, Neurology.

[20]  Nick C Fox,et al.  Automatic classification of MR scans in Alzheimer's disease. , 2008, Brain : a journal of neurology.

[21]  et al.,et al.  Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline , 2008, NeuroImage.

[22]  Dongjun Chung,et al.  An Introduction to the ‘spls’ Package, Version 1.0 , 2008 .

[23]  J T O'Brien,et al.  Role of imaging techniques in the diagnosis of dementia. , 2007, The British journal of radiology.

[24]  E. Tolosa,et al.  Clinical diagnostic criteria for dementia associated with Parkinson's disease , 2007, Movement disorders : official journal of the Movement Disorder Society.

[25]  Dag Aarsland,et al.  Gray matter atrophy in Parkinson disease with dementia and dementia with Lewy bodies , 2007, Neurology.

[26]  E. Londos,et al.  Patients with Lewy body dementia use more resources than those with Alzheimer's disease , 2007, International journal of geriatric psychiatry.

[27]  John T. O'Brien,et al.  Atrophy is associated with posterior cingulate white matter disruption in dementia with Lewy bodies and Alzheimer’s disease , 2007, NeuroImage.

[28]  Kenya Murase,et al.  Comparison of Regional Brain Volume and Glucose Metabolism Between Patients with Mild Dementia with Lewy Bodies and Those with Mild Alzheimer's Disease , 2007, Journal of Nuclear Medicine.

[29]  Bruce Fischl,et al.  Geometrically Accurate Topology-Correction of Cortical Surfaces Using Nonseparating Loops , 2007, IEEE Transactions on Medical Imaging.

[30]  I. McKeith,et al.  Sensitivity and specificity of dopamine transporter imaging with 123I-FP-CIT SPECT in dementia with Lewy bodies: a phase III, multicentre study , 2007, The Lancet Neurology.

[31]  E. Londos,et al.  Patients with dementia with lewy bodies have more impaired quality of life than patients with Alzheimer disease. , 2007, Alzheimer disease and associated disorders.

[32]  Clifford R Jack,et al.  Focal atrophy in dementia with Lewy bodies on MRI: a distinct pattern from Alzheimer's disease. , 2007, Brain : a journal of neurology.

[33]  E. Perry,et al.  Differences in neuropathologic characteristics across the Lewy body dementia spectrum , 2006, Neurology.

[34]  J. Morris,et al.  Survival and mortality differences between dementia with Lewy bodies vs Alzheimer disease , 2006, Neurology.

[35]  H. Hanyu,et al.  Differentiation of dementia with Lewy bodies from Alzheimer's disease using Mini-Mental State Examination and brain perfusion SPECT , 2006, Journal of the Neurological Sciences.

[36]  Dimitris Rizopoulos,et al.  ltm: An R Package for Latent Variable Modeling and Item Response Analysis , 2006 .

[37]  Anders M. Dale,et al.  Reliability of MRI-derived measurements of human cerebral cortical thickness: The effects of field strength, scanner upgrade and manufacturer , 2006, NeuroImage.

[38]  I. McKeith,et al.  More severe functional impairment in dementia with lewy bodies than Alzheimer disease is related to extrapyramidal motor dysfunction. , 2006, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[39]  Anders M. Dale,et al.  An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest , 2006, NeuroImage.

[40]  M. Onofrj,et al.  Diagnosis and management of dementia with Lewy bodies: Third report of the DLB Consortium , 2006, Neurology.

[41]  Dimitrios Rizopoulos.  ltm: An R Package for Latent Variable Modeling and Item Response Theory Analyses , 2006 .

[42]  C. Jun,et al.  Performance of some variable selection methods when multicollinearity is present , 2005 .

[43]  Dag Aarsland,et al.  Neuroleptic sensitivity in Parkinson's disease and parkinsonian dementias. , 2005, The Journal of clinical psychiatry.

[44]  Paul M. Thompson,et al.  Comparing gray matter loss profiles between dementia with Lewy bodies and Alzheimer's disease using cortical pattern matching: diagnosis and gender effects , 2004, NeuroImage.

[45]  W. Poewe,et al.  Basal forebrain atrophy is a distinctive pattern in dementia with Lewy bodies , 2004, Neuroreport.

[46]  A. Dale,et al.  Thinning of the cerebral cortex in aging. , 2004, Cerebral cortex.

[47]  I. McKeith,et al.  Cerebral atrophy in Parkinson's disease with and without dementia: a comparison with Alzheimer's disease, dementia with Lewy bodies and controls. , 2004, Brain : a journal of neurology.

[48]  K. Marder,et al.  Comparison of dementia with Lewy bodies to Alzheimer's disease and Parkinson's disease with dementia , 2004, Movement disorders : official journal of the Movement Disorder Society.

[49]  R. van Reekum,et al.  Visuospatial impairment in dementia with Lewy bodies and Alzheimer's disease: a process analysis approach , 2003, International journal of geriatric psychiatry.

[50]  P. Hof,et al.  Lewy body densities in the entorhinal and anterior cingulate cortex predict cognitive deficits in Parkinson's disease , 2003, Acta Neuropathologica.

[51]  Marianna D. Eddy,et al.  Regionally localized thinning of the cerebral cortex in schizophrenia , 2003, Schizophrenia Research.

[52]  Emma J. Burton,et al.  Patterns of Cerebral Atrophy in Dementia with Lewy Bodies Using Voxel-Based Morphometry , 2002, NeuroImage.

[53]  A. Dale,et al.  Regional and progressive thinning of the cortical ribbon in Huntington’s disease , 2002, Neurology.

[54]  John T. O'Brien,et al.  A comparison of 99mTc-HMPAO SPET changes in dementia with Lewy bodies and Alzheimer's disease using statistical parametric mapping , 2002, European Journal of Nuclear Medicine and Molecular Imaging.

[55]  A. Dale,et al.  Whole Brain Segmentation Automated Labeling of Neuroanatomical Structures in the Human Brain , 2002, Neuron.

[56]  F Aichner,et al.  Dementia with Lewy bodies and AD are not associated with occipital lobe atrophy on MRI. , 2002, Neurology.

[57]  Satoshi Minoshima,et al.  Alzheimer's disease versus dementia with Lewy bodies: Cerebral metabolic distinction with autopsy confirmation , 2001, Annals of neurology.

[58]  Anders M. Dale,et al.  A hybrid approach to the Skull Stripping problem in MRI , 2001, NeuroImage.

[59]  I. McKeith,et al.  A Comparison of Medial and Lateral Temporal Lobe Atrophy in Dementia with Lewy Bodies and Alzheimer’s Disease: Magnetic Resonance Imaging Volumetric Study , 2001, Dementia and Geriatric Cognitive Disorders.

[60]  J. Hodges,et al.  Perception, attention, and working memory are disproportionately impaired in dementia with Lewy bodies compared with Alzheimer's disease , 2001, Journal of neurology, neurosurgery, and psychiatry.

[61]  E. Mori.  [Dementia with Lewy bodies]. , 2000, Nihon Ronen Igakkai zasshi. Japanese journal of geriatrics.

[62]  A M Dale,et al.  Measuring the thickness of the human cerebral cortex from magnetic resonance images. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[63]  I G McKeith,et al.  MRI volumetric study of dementia with Lewy bodies , 2000, Neurology.

[64]  Martí-Massó Jf,et al.  [Dementia with Lewy bodies]. , 2000, Neurologia.

[65]  Anders M. Dale,et al.  Cortical Surface-Based Analysis I. Segmentation and Surface Reconstruction , 1999, NeuroImage.

[66]  A. Dale,et al.  Cortical Surface-Based Analysis II: Inflation, Flattening, and a Surface-Based Coordinate System , 1999, NeuroImage.

[67]  A. Dale,et al.  High‐resolution intersubject averaging and a coordinate system for the cortical surface , 1999, Human brain mapping.

[68]  Alan C. Evans,et al.  A nonparametric method for automatic correction of intensity nonuniformity in MRI data , 1998, IEEE Transactions on Medical Imaging.

[69]  K. Jellinger,et al.  Consensus guidelines for the clinical and pathologic diagnosis of dementia with Lewy bodies (DLB): report of the consortium on DLB international workshop. , 1996, Neurology.

[70]  R. Tibshirani,et al.  An Introduction to the Bootstrap , 1995 .

[71]  E. Perry,et al.  Neuroleptic sensitivity in patients with senile dementia of Lewy body type. , 1992, BMJ.

[72]  S. Wold,et al.  The Collinearity Problem in Linear Regression. The Partial Least Squares (PLS) Approach to Generalized Inverses , 1984 .

[73]  Richard Bellman,et al.  Adaptive Control Processes: A Guided Tour , 1961, The Mathematical Gazette.